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ORCIDBibTeX records: Shaohan Huang
@article{DBLP:journals/pami/WangMDHZW24,
author = {Hongyu Wang and
Shuming Ma and
Li Dong and
Shaohan Huang and
Dongdong Zhang and
Furu Wei},
title = {DeepNet: Scaling Transformers to 1,000 Layers},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {10},
pages = {6761--6774},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2024.3386927},
doi = {10.1109/TPAMI.2024.3386927},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WangMDHZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/QiLHFY24,
author = {Jiaxing Qi and
Zhongzhi Luan and
Shaohan Huang and
Carol J. Fung and
Hailong Yang},
title = {LogSay: An Efficient Comprehension System for Log Numerical Reasoning},
journal = {{IEEE} Trans. Computers},
volume = {73},
number = {7},
pages = {1809--1821},
year = {2024},
url = {https://doi.org/10.1109/TC.2024.3386068},
doi = {10.1109/TC.2024.3386068},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/QiLHFY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuYHZHWDSZ24,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Text Diffusion with Reinforced Conditioning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14069--14077},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29316},
doi = {10.1609/AAAI.V38I12.29316},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuYHZHWDSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuLHZSDW024,
author = {Haoyu Liu and
Jianfeng Liu and
Shaohan Huang and
Yuefeng Zhan and
Hao Sun and
Weiwei Deng and
Furu Wei and
Qi Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Se{\({^2}\)}: Sequential Example Selection for In-Context Learning},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {5262--5284},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.312},
doi = {10.18653/V1/2024.FINDINGS-ACL.312},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuLHZSDW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuYHZHWD0024,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical
Criteria Decomposition},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {7641--7660},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.413},
doi = {10.18653/V1/2024.ACL-LONG.413},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuYHZHWD0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShiHSLZHWD0Z24,
author = {Shuhua Shi and
Shaohan Huang and
Minghui Song and
Zhoujun Li and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {ResLoRA: Identity Residual Mapping in Low-Rank Adaption},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {8870--8884},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.525},
doi = {10.18653/V1/2024.FINDINGS-ACL.525},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShiHSLZHWD0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuYHZHWDSZ24,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Calibrating LLM-Based Evaluator},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {2638--2656},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.237},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuYHZHWDSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/HuangL24,
author = {Shaohan Huang and
Zhongzhi Luan},
editor = {Patrizio Dazzi and
Gabriele Mencagli and
David K. Lowenthal and
Rosa M. Badia},
title = {Semantic-Aware Log Understanding and Analysis},
booktitle = {Proceedings of the 33rd International Symposium on High-Performance
Parallel and Distributed Computing, {HPDC} 2024, Pisa, Italy, June
3-7, 2024},
pages = {413--416},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3625549.3658830},
doi = {10.1145/3625549.3658830},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/HuangL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengHW24,
author = {Daixuan Cheng and
Shaohan Huang and
Furu Wei},
title = {Adapting Large Language Models via Reading Comprehension},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=y886UXPEZ0},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChengHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Pan0HPCW24,
author = {Xichen Pan and
Li Dong and
Shaohan Huang and
Zhiliang Peng and
Wenhu Chen and
Furu Wei},
title = {Kosmos-G: Generating Images in Context with Multimodal Large Language
Models},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=he6mX9LTyE},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Pan0HPCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Peng00HHMYW24,
author = {Zhiliang Peng and
Wenhui Wang and
Li Dong and
Yaru Hao and
Shaohan Huang and
Shuming Ma and
Qixiang Ye and
Furu Wei},
title = {Grounding Multimodal Large Language Models to the World},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=lLmqxkfSIw},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Peng00HHMYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuHW24,
author = {Xun Wu and
Shaohan Huang and
Furu Wei},
title = {Mixture of LoRA Experts},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=uWvKBCYh4S},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/Huang0QSXFWYLQ24,
author = {Shaohan Huang and
Yi Liu and
Jiaxing Qi and
Jing Shang and
Zhiwen Xiao and
Carol J. Fung and
Zhihui Wu and
Hailong Yang and
Zhongzhi Luan and
Depei Qian},
title = {Gloss: Guiding Large Language Models to Answer Questions from System
Logs},
booktitle = {{IEEE} International Conference on Software Analysis, Evolution and
Reengineering, {SANER} 2024, Rovaniemi, Finland, March 12-15, 2024},
pages = {91--101},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SANER60148.2024.00017},
doi = {10.1109/SANER60148.2024.00017},
timestamp = {Tue, 30 Jul 2024 11:08:59 +0200},
biburl = {https://dblp.org/rec/conf/wcre/Huang0QSXFWYLQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07284,
author = {Ting Jiang and
Shaohan Huang and
Shengyue Luo and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang and
Deqing Wang and
Fuzhen Zhuang},
title = {Improving Domain Adaptation through Extended-Text Reading Comprehension},
journal = {CoRR},
volume = {abs/2401.07284},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07284},
doi = {10.48550/ARXIV.2401.07284},
eprinttype = {arXiv},
eprint = {2401.07284},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13064,
author = {Haoran Li and
Qingxiu Dong and
Zhengyang Tang and
Chaojun Wang and
Xingxing Zhang and
Haoyang Huang and
Shaohan Huang and
Xiaolong Huang and
Zeqiang Huang and
Dongdong Zhang and
Yuxian Gu and
Xin Cheng and
Xun Wang and
Si{-}Qing Chen and
Li Dong and
Wei Lu and
Zhifang Sui and
Benyou Wang and
Wai Lam and
Furu Wei},
title = {Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning
for Language Models},
journal = {CoRR},
volume = {abs/2402.13064},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13064},
doi = {10.48550/ARXIV.2402.13064},
eprinttype = {arXiv},
eprint = {2402.13064},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13874,
author = {Haoyu Liu and
Jianfeng Liu and
Shaohan Huang and
Yuefeng Zhan and
Hao Sun and
Weiwei Deng and
Furu Wei and
Qi Zhang},
title = {Se\({}^{\mbox{2}}\): Sequential Example Selection for In-Context Learning},
journal = {CoRR},
volume = {abs/2402.13874},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13874},
doi = {10.48550/ARXIV.2402.13874},
eprinttype = {arXiv},
eprint = {2402.13874},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14843,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
title = {Text Diffusion with Reinforced Conditioning},
journal = {CoRR},
volume = {abs/2402.14843},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14843},
doi = {10.48550/ARXIV.2402.14843},
eprinttype = {arXiv},
eprint = {2402.14843},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15754,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
title = {HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical
Criteria Decomposition},
journal = {CoRR},
volume = {abs/2402.15754},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15754},
doi = {10.48550/ARXIV.2402.15754},
eprinttype = {arXiv},
eprint = {2402.15754},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17764,
author = {Shuming Ma and
Hongyu Wang and
Lingxiao Ma and
Lei Wang and
Wenhui Wang and
Shaohan Huang and
Li Dong and
Ruiping Wang and
Jilong Xue and
Furu Wei},
title = {The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits},
journal = {CoRR},
volume = {abs/2402.17764},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17764},
doi = {10.48550/ARXIV.2402.17764},
eprinttype = {arXiv},
eprint = {2402.17764},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18039,
author = {Shuhua Shi and
Shaohan Huang and
Minghui Song and
Zhoujun Li and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
title = {ResLoRA: Identity Residual Mapping in Low-Rank Adaption},
journal = {CoRR},
volume = {abs/2402.18039},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18039},
doi = {10.48550/ARXIV.2402.18039},
eprinttype = {arXiv},
eprint = {2402.18039},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09164,
author = {Yizhen Li and
Shaohan Huang and
Jiaxing Qi and
Lei Quan and
Dongran Han and
Zhongzhi Luan},
title = {Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine
Knowledge},
journal = {CoRR},
volume = {abs/2403.09164},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09164},
doi = {10.48550/ARXIV.2403.09164},
eprinttype = {arXiv},
eprint = {2403.09164},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-13628,
author = {Xun Wu and
Shaohan Huang and
Furu Wei},
title = {Mixture of LoRA Experts},
journal = {CoRR},
volume = {abs/2404.13628},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.13628},
doi = {10.48550/ARXIV.2404.13628},
eprinttype = {arXiv},
eprint = {2404.13628},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-13628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15045,
author = {Xun Wu and
Shaohan Huang and
Wenhui Wang and
Furu Wei},
title = {Multi-Head Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2404.15045},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15045},
doi = {10.48550/ARXIV.2404.15045},
eprinttype = {arXiv},
eprint = {2404.15045},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15100,
author = {Xun Wu and
Shaohan Huang and
Furu Wei},
title = {Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image
Generation},
journal = {CoRR},
volume = {abs/2404.15100},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15100},
doi = {10.48550/ARXIV.2404.15100},
eprinttype = {arXiv},
eprint = {2404.15100},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-05254,
author = {Yutao Sun and
Li Dong and
Yi Zhu and
Shaohan Huang and
Wenhui Wang and
Shuming Ma and
Quanlu Zhang and
Jianyong Wang and
Furu Wei},
title = {You Only Cache Once: Decoder-Decoder Architectures for Language Models},
journal = {CoRR},
volume = {abs/2405.05254},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.05254},
doi = {10.48550/ARXIV.2405.05254},
eprinttype = {arXiv},
eprint = {2405.05254},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-05254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12130,
author = {Ting Jiang and
Shaohan Huang and
Shengyue Luo and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang and
Deqing Wang and
Fuzhen Zhuang},
title = {MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning},
journal = {CoRR},
volume = {abs/2405.12130},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12130},
doi = {10.48550/ARXIV.2405.12130},
eprinttype = {arXiv},
eprint = {2405.12130},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07925,
author = {Jiaxing Qi and
Zhongzhi Luan and
Shaohan Huang and
Carol J. Fung and
Hailong Yang and
Depei Qian},
title = {FDLoRA: Personalized Federated Learning of Large Language Model via
Dual LoRA Tuning},
journal = {CoRR},
volume = {abs/2406.07925},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07925},
doi = {10.48550/ARXIV.2406.07925},
eprinttype = {arXiv},
eprint = {2406.07925},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14491,
author = {Daixuan Cheng and
Yuxian Gu and
Shaohan Huang and
Junyu Bi and
Minlie Huang and
Furu Wei},
title = {Instruction Pre-Training: Language Models are Supervised Multitask
Learners},
journal = {CoRR},
volume = {abs/2406.14491},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14491},
doi = {10.48550/ARXIV.2406.14491},
eprinttype = {arXiv},
eprint = {2406.14491},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/HuangLFWYL23,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
He Wang and
Hailong Yang and
Zhongzhi Luan},
title = {Improving Log-Based Anomaly Detection by Pre-Training Hierarchical
Transformers},
journal = {{IEEE} Trans. Computers},
volume = {72},
number = {9},
pages = {2656--2667},
year = {2023},
url = {https://doi.org/10.1109/TC.2023.3257518},
doi = {10.1109/TC.2023.3257518},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/HuangLFWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/QiLHFYLZQ23,
author = {Jiaxing Qi and
Zhongzhi Luan and
Shaohan Huang and
Carol J. Fung and
Hailong Yang and
Hanlu Li and
Danfeng Zhu and
Depei Qian},
title = {LogEncoder: Log-Based Contrastive Representation Learning for Anomaly
Detection},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {20},
number = {2},
pages = {1378--1391},
year = {2023},
url = {https://doi.org/10.1109/TNSM.2023.3239522},
doi = {10.1109/TNSM.2023.3239522},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/QiLHFYLZQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieHCW23,
author = {Yuan Xie and
Shaohan Huang and
Tianyu Chen and
Furu Wei},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {MoEC: Mixture of Expert Clusters},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13807--13815},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26617},
doi = {10.1609/AAAI.V37I11.26617},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieHCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenHZGLHWDZ23,
author = {Beiduo Chen and
Shaohan Huang and
Zihan Zhang and
Wu Guo and
Zhenhua Ling and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Qi Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Pre-training Language Model as a Multi-perspective Course Learner},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {114--128},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.9},
doi = {10.18653/V1/2023.FINDINGS-ACL.9},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenHZGLHWDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiHZDLHJWDZ23,
author = {Ziheng Li and
Shaohan Huang and
Zihan Zhang and
Zhi{-}Hong Deng and
Qiang Lou and
Haizhen Huang and
Jian Jiao and
Furu Wei and
Weiwei Deng and
Qi Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Dual-Alignment Pre-training for Cross-lingual Sentence Embedding},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {3466--3478},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.191},
doi = {10.18653/V1/2023.ACL-LONG.191},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiHZDLHJWDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YangM0HHYZYWL23,
author = {Jian Yang and
Shuming Ma and
Li Dong and
Shaohan Huang and
Haoyang Huang and
Yuwei Yin and
Dongdong Zhang and
Liqun Yang and
Furu Wei and
Zhoujun Li},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {9394--9412},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.522},
doi = {10.18653/V1/2023.ACL-LONG.522},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/YangM0HHYZYWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunDPMHBCSW23,
author = {Yutao Sun and
Li Dong and
Barun Patra and
Shuming Ma and
Shaohan Huang and
Alon Benhaim and
Vishrav Chaudhary and
Xia Song and
Furu Wei},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {A Length-Extrapolatable Transformer},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14590--14604},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.816},
doi = {10.18653/V1/2023.ACL-LONG.816},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunDPMHBCSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PatraSHC0WCS23,
author = {Barun Patra and
Saksham Singhal and
Shaohan Huang and
Zewen Chi and
Li Dong and
Furu Wei and
Vishrav Chaudhary and
Xia Song},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Beyond English-Centric Bitexts for Better Multilingual Language Representation
Learning},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {15354--15373},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.856},
doi = {10.18653/V1/2023.ACL-LONG.856},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PatraSHC0WCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangHLWSZHWDSZ23,
author = {Zhaoyang Wang and
Shaohan Huang and
Yuxuan Liu and
Jiahai Wang and
Minghui Song and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Democratizing Reasoning Ability: Tailored Learning from Large Language
Model},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1948--1966},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.120},
doi = {10.18653/V1/2023.EMNLP-MAIN.120},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangHLWSZHWDSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChengHBZLW0WDZ23,
author = {Daixuan Cheng and
Shaohan Huang and
Junyu Bi and
Yuefeng Zhan and
Jianfeng Liu and
Yujing Wang and
Hao Sun and
Furu Wei and
Weiwei Deng and
Qi Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{UPRISE:} Universal Prompt Retrieval for Improving Zero-Shot Evaluation},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {12318--12337},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.758},
doi = {10.18653/V1/2023.EMNLP-MAIN.758},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChengHBZLW0WDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/QiHLYFYQSXW23,
author = {Jiaxing Qi and
Shaohan Huang and
Zhongzhi Luan and
Shu Yang and
Carol J. Fung and
Hailong Yang and
Depei Qian and
Jing Shang and
Zhiwen Xiao and
Zhihui Wu},
title = {LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection},
booktitle = {{IEEE} International Conference on High Performance Computing {\&}
Communications, Data Science {\&} Systems, Smart City {\&}
Dependability in Sensor, Cloud {\&} Big Data Systems {\&}
Application, HPCC/DSS/SmartCity/DependSys 2023, Melbourne, Australia,
December 17-21, 2023},
pages = {273--280},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys60770.2023.00045},
doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS60770.2023.00045},
timestamp = {Wed, 10 Apr 2024 17:07:58 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/QiHLYFYQSXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangMH0WPWBSBPL23,
author = {Hongyu Wang and
Shuming Ma and
Shaohan Huang and
Li Dong and
Wenhui Wang and
Zhiliang Peng and
Yu Wu and
Payal Bajaj and
Saksham Singhal and
Alon Benhaim and
Barun Patra and
Zhun Liu and
Vishrav Chaudhary and
Xia Song and
Furu Wei},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Magneto: {A} Foundation Transformer},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36077--36092},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wang23u.html},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangMH0WPWBSBPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Huang0WHSML0MPL23,
author = {Shaohan Huang and
Li Dong and
Wenhui Wang and
Yaru Hao and
Saksham Singhal and
Shuming Ma and
Tengchao Lv and
Lei Cui and
Owais Khan Mohammed and
Barun Patra and
Qiang Liu and
Kriti Aggarwal and
Zewen Chi and
Nils Johan Bertil Bjorck and
Vishrav Chaudhary and
Subhojit Som and
Xia Song and
Furu Wei},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Language Is Not All You Need: Aligning Perception with Language Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e425b75bac5742a008d643826428787c-Abstract-Conference.html},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Huang0WHSML0MPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14045,
author = {Shaohan Huang and
Li Dong and
Wenhui Wang and
Yaru Hao and
Saksham Singhal and
Shuming Ma and
Tengchao Lv and
Lei Cui and
Owais Khan Mohammed and
Barun Patra and
Qiang Liu and
Kriti Aggarwal and
Zewen Chi and
Johan Bjorck and
Vishrav Chaudhary and
Subhojit Som and
Xia Song and
Furu Wei},
title = {Language Is Not All You Need: Aligning Perception with Language Models},
journal = {CoRR},
volume = {abs/2302.14045},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14045},
doi = {10.48550/ARXIV.2302.14045},
eprinttype = {arXiv},
eprint = {2302.14045},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08518,
author = {Daixuan Cheng and
Shaohan Huang and
Junyu Bi and
Yuefeng Zhan and
Jianfeng Liu and
Yujing Wang and
Hao Sun and
Furu Wei and
Denvy Deng and
Qi Zhang},
title = {{UPRISE:} Universal Prompt Retrieval for Improving Zero-Shot Evaluation},
journal = {CoRR},
volume = {abs/2303.08518},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08518},
doi = {10.48550/ARXIV.2303.08518},
eprinttype = {arXiv},
eprint = {2303.08518},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11715,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Jiaxing Qi and
Hailong Yang and
Zhongzhi Luan},
title = {LogQA: Question Answering in Unstructured Logs},
journal = {CoRR},
volume = {abs/2303.11715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11715},
doi = {10.48550/ARXIV.2303.11715},
eprinttype = {arXiv},
eprint = {2303.11715},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03981,
author = {Beiduo Chen and
Shaohan Huang and
Zihan Zhang and
Wu Guo and
Zhenhua Ling and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Qi Zhang},
title = {Pre-training Language Model as a Multi-perspective Course Learner},
journal = {CoRR},
volume = {abs/2305.03981},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03981},
doi = {10.48550/ARXIV.2305.03981},
eprinttype = {arXiv},
eprint = {2305.03981},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09148,
author = {Ziheng Li and
Shaohan Huang and
Zihan Zhang and
Zhi{-}Hong Deng and
Qiang Lou and
Haizhen Huang and
Jian Jiao and
Furu Wei and
Weiwei Deng and
Qi Zhang},
title = {Dual-Alignment Pre-training for Cross-lingual Sentence Embedding},
journal = {CoRR},
volume = {abs/2305.09148},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09148},
doi = {10.48550/ARXIV.2305.09148},
eprinttype = {arXiv},
eprint = {2305.09148},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19602,
author = {Tianyu Chen and
Yuan Xie and
Shuai Zhang and
Shaohan Huang and
Haoyi Zhou and
Jianxin Li},
title = {Learning Music Sequence Representation from Text Supervision},
journal = {CoRR},
volume = {abs/2305.19602},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19602},
doi = {10.48550/ARXIV.2305.19602},
eprinttype = {arXiv},
eprint = {2305.19602},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14824,
author = {Zhiliang Peng and
Wenhui Wang and
Li Dong and
Yaru Hao and
Shaohan Huang and
Shuming Ma and
Furu Wei},
title = {Kosmos-2: Grounding Multimodal Large Language Models to the World},
journal = {CoRR},
volume = {abs/2306.14824},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14824},
doi = {10.48550/ARXIV.2306.14824},
eprinttype = {arXiv},
eprint = {2306.14824},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02486,
author = {Jiayu Ding and
Shuming Ma and
Li Dong and
Xingxing Zhang and
Shaohan Huang and
Wenhui Wang and
Nanning Zheng and
Furu Wei},
title = {LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens},
journal = {CoRR},
volume = {abs/2307.02486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02486},
doi = {10.48550/ARXIV.2307.02486},
eprinttype = {arXiv},
eprint = {2307.02486},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08621,
author = {Yutao Sun and
Li Dong and
Shaohan Huang and
Shuming Ma and
Yuqing Xia and
Jilong Xue and
Jianyong Wang and
Furu Wei},
title = {Retentive Network: {A} Successor to Transformer for Large Language
Models},
journal = {CoRR},
volume = {abs/2307.08621},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08621},
doi = {10.48550/ARXIV.2307.08621},
eprinttype = {arXiv},
eprint = {2307.08621},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16645,
author = {Ting Jiang and
Shaohan Huang and
Zhongzhi Luan and
Deqing Wang and
Fuzhen Zhuang},
title = {Scaling Sentence Embeddings with Large Language Models},
journal = {CoRR},
volume = {abs/2307.16645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16645},
doi = {10.48550/ARXIV.2307.16645},
eprinttype = {arXiv},
eprint = {2307.16645},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01189,
author = {Jiaxing Qi and
Shaohan Huang and
Zhongzhi Luan and
Carol J. Fung and
Hailong Yang and
Depei Qian},
title = {LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection},
journal = {CoRR},
volume = {abs/2309.01189},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01189},
doi = {10.48550/ARXIV.2309.01189},
eprinttype = {arXiv},
eprint = {2309.01189},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09530,
author = {Daixuan Cheng and
Shaohan Huang and
Furu Wei},
title = {Adapting Large Language Models via Reading Comprehension},
journal = {CoRR},
volume = {abs/2309.09530},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09530},
doi = {10.48550/ARXIV.2309.09530},
eprinttype = {arXiv},
eprint = {2309.09530},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11419,
author = {Tengchao Lv and
Yupan Huang and
Jingye Chen and
Lei Cui and
Shuming Ma and
Yaoyao Chang and
Shaohan Huang and
Wenhui Wang and
Li Dong and
Weiyao Luo and
Shaoxiang Wu and
Guoxin Wang and
Cha Zhang and
Furu Wei},
title = {Kosmos-2.5: {A} Multimodal Literate Model},
journal = {CoRR},
volume = {abs/2309.11419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11419},
doi = {10.48550/ARXIV.2309.11419},
eprinttype = {arXiv},
eprint = {2309.11419},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13308,
author = {Yuxuan Liu and
Tianchi Yang and
Shaohan Huang and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
title = {Calibrating LLM-Based Evaluator},
journal = {CoRR},
volume = {abs/2309.13308},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13308},
doi = {10.48550/ARXIV.2309.13308},
eprinttype = {arXiv},
eprint = {2309.13308},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02992,
author = {Xichen Pan and
Li Dong and
Shaohan Huang and
Zhiliang Peng and
Wenhu Chen and
Furu Wei},
title = {Kosmos-G: Generating Images in Context with Multimodal Large Language
Models},
journal = {CoRR},
volume = {abs/2310.02992},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02992},
doi = {10.48550/ARXIV.2310.02992},
eprinttype = {arXiv},
eprint = {2310.02992},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11453,
author = {Hongyu Wang and
Shuming Ma and
Li Dong and
Shaohan Huang and
Huaijie Wang and
Lingxiao Ma and
Fan Yang and
Ruiping Wang and
Yi Wu and
Furu Wei},
title = {BitNet: Scaling 1-bit Transformers for Large Language Models},
journal = {CoRR},
volume = {abs/2310.11453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11453},
doi = {10.48550/ARXIV.2310.11453},
eprinttype = {arXiv},
eprint = {2310.11453},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13332,
author = {Zhaoyang Wang and
Shaohan Huang and
Yuxuan Liu and
Jiahai Wang and
Minghui Song and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang},
title = {Democratizing Reasoning Ability: Tailored Learning from Large Language
Model},
journal = {CoRR},
volume = {abs/2310.13332},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13332},
doi = {10.48550/ARXIV.2310.13332},
eprinttype = {arXiv},
eprint = {2310.13332},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/SuiSHHL22,
author = {Xin Sui and
Guifen Shi and
Guanchong Hou and
Shaohan Huang and
Yanshuang Li},
title = {Impacts of {COVID-19} on the Return and Volatility Nexus among Cryptocurrency
Market},
journal = {Complex.},
volume = {2022},
pages = {5346080:1--5346080:15},
year = {2022},
url = {https://doi.org/10.1155/2022/5346080},
doi = {10.1155/2022/5346080},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/SuiSHHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/DaiLHFWYQ22,
author = {Shaozhi Dai and
Zhongzhi Luan and
Shaohan Huang and
Carol J. Fung and
He Wang and
Hailong Yang and
Depei Qian},
title = {{REVAL:} Recommend Which Variables to Log With Pretrained Model and
Graph Neural Network},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {19},
number = {4},
pages = {4045--4057},
year = {2022},
url = {https://doi.org/10.1109/TNSM.2022.3209317},
doi = {10.1109/TNSM.2022.3209317},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnsm/DaiLHFWYQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenBHDJJZLW22,
author = {Tianyu Chen and
Hangbo Bao and
Shaohan Huang and
Li Dong and
Binxing Jiao and
Daxin Jiang and
Haoyi Zhou and
Jianxin Li and
Furu Wei},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {{THE-X:} Privacy-Preserving Transformer Inference with Homomorphic
Encryption},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {3510--3520},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.277},
doi = {10.18653/V1/2022.FINDINGS-ACL.277},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenBHDJJZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChiH0MZSBSMHW22,
author = {Zewen Chi and
Shaohan Huang and
Li Dong and
Shuming Ma and
Bo Zheng and
Saksham Singhal and
Payal Bajaj and
Xia Song and
Xian{-}Ling Mao and
Heyan Huang and
Furu Wei},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {{XLM-E:} Cross-lingual Language Model Pre-training via {ELECTRA}},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {6170--6182},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.427},
doi = {10.18653/V1/2022.ACL-LONG.427},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChiH0MZSBSMHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/HuangLFYL22,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Hailong Yang and
Zhongzhi Luan},
editor = {Marinos Charalambides and
Panagiotis Papadimitriou and
Walter Cerroni and
Salil S. Kanhere and
Lefteris Mamatas},
title = {Black-box Attacks to Log-based Anomaly Detection},
booktitle = {18th International Conference on Network and Service Management, {CNSM}
2022, Thessaloniki, Greece, October 31 - Nov. 4, 2022},
pages = {310--316},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/CNSM55787.2022.9964935},
doi = {10.23919/CNSM55787.2022.9964935},
timestamp = {Thu, 08 Dec 2022 15:05:27 +0100},
biburl = {https://dblp.org/rec/conf/cnsm/HuangLFYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangHMY0ZGLW22,
author = {Jian Yang and
Shaohan Huang and
Shuming Ma and
Yuwei Yin and
Li Dong and
Dongdong Zhang and
Hongcheng Guo and
Zhoujun Li and
Furu Wei},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{CROP:} Zero-shot Cross-lingual Named Entity Recognition with Multilingual
Labeled Sequence Translation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {486--496},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.34},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.34},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangHMY0ZGLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChengHLZ0WDZ22,
author = {Daixuan Cheng and
Shaohan Huang and
Jianfeng Liu and
Yuefeng Zhan and
Hao Sun and
Furu Wei and
Denvy Deng and
Qi Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Snapshot-Guided Domain Adaptation for {ELECTRA}},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {2226--2232},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.163},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.163},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChengHLZ0WDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangJHZWZWHDZ22,
author = {Ting Jiang and
Jian Jiao and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Denvy Deng and
Qi Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {PromptBERT: Improving {BERT} Sentence Embeddings with Prompts},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {8826--8837},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.603},
doi = {10.18653/V1/2022.EMNLP-MAIN.603},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangJHZWZWHDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenXZHZL22,
author = {Tianyu Chen and
Yuan Xie and
Shuai Zhang and
Shaohan Huang and
Haoyi Zhou and
Jianxin Li},
title = {Learning Music Sequence Representation From Text Supervision},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {4583--4587},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746131},
doi = {10.1109/ICASSP43922.2022.9746131},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenXZHZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Chi0HDMPSBSMHW22,
author = {Zewen Chi and
Li Dong and
Shaohan Huang and
Damai Dai and
Shuming Ma and
Barun Patra and
Saksham Singhal and
Payal Bajaj and
Xia Song and
Xian{-}Ling Mao and
Heyan Huang and
Furu Wei},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the Representation Collapse of Sparse Mixture of Experts},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/df4f371f1f89ec8ba5014b3310578048-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Chi0HDMPSBSMHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/YaoHDWCZ22,
author = {Yunzhi Yao and
Shaohan Huang and
Li Dong and
Furu Wei and
Huajun Chen and
Ningyu Zhang},
editor = {Wei Lu and
Shujian Huang and
Yu Hong and
Xiabing Zhou},
title = {Kformer: Knowledge Injection in Transformer Feed-Forward Layers},
booktitle = {Natural Language Processing and Chinese Computing - 11th {CCF} International
Conference, {NLPCC} 2022, Guilin, China, September 24-25, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13551},
pages = {131--143},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17120-8\_11},
doi = {10.1007/978-3-031-17120-8\_11},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nlpcc/YaoHDWCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/QiLHWFYQ22,
author = {Jiaxing Qi and
Zhongzhi Luan and
Shaohan Huang and
Yukun Wang and
Carol J. Fung and
Hailong Yang and
Depei Qian},
title = {Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial
Learning},
booktitle = {2022 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
2022, Budapest, Hungary, April 25-29, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/NOMS54207.2022.9789917},
doi = {10.1109/NOMS54207.2022.9789917},
timestamp = {Wed, 15 Jun 2022 16:45:18 +0200},
biburl = {https://dblp.org/rec/conf/noms/QiLHWFYQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04337,
author = {Ting Jiang and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Liangjie Zhang and
Qi Zhang},
title = {PromptBERT: Improving {BERT} Sentence Embeddings with Prompts},
journal = {CoRR},
volume = {abs/2201.04337},
year = {2022},
url = {https://arxiv.org/abs/2201.04337},
eprinttype = {arXiv},
eprint = {2201.04337},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05742,
author = {Yunzhi Yao and
Shaohan Huang and
Ningyu Zhang and
Li Dong and
Furu Wei and
Huajun Chen},
title = {Kformer: Knowledge Injection in Transformer Feed-Forward Layers},
journal = {CoRR},
volume = {abs/2201.05742},
year = {2022},
url = {https://arxiv.org/abs/2201.05742},
eprinttype = {arXiv},
eprint = {2201.05742},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00555,
author = {Hongyu Wang and
Shuming Ma and
Li Dong and
Shaohan Huang and
Dongdong Zhang and
Furu Wei},
title = {DeepNet: Scaling Transformers to 1, 000 Layers},
journal = {CoRR},
volume = {abs/2203.00555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00555},
doi = {10.48550/ARXIV.2203.00555},
eprinttype = {arXiv},
eprint = {2203.00555},
timestamp = {Tue, 20 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09179,
author = {Zewen Chi and
Li Dong and
Shaohan Huang and
Damai Dai and
Shuming Ma and
Barun Patra and
Saksham Singhal and
Payal Bajaj and
Xia Song and
Furu Wei},
title = {On the Representation Collapse of Sparse Mixture of Experts},
journal = {CoRR},
volume = {abs/2204.09179},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09179},
doi = {10.48550/ARXIV.2204.09179},
eprinttype = {arXiv},
eprint = {2204.09179},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00216,
author = {Tianyu Chen and
Hangbo Bao and
Shaohan Huang and
Li Dong and
Binxing Jiao and
Daxin Jiang and
Haoyi Zhou and
Jianxin Li and
Furu Wei},
title = {{THE-X:} Privacy-Preserving Transformer Inference with Homomorphic
Encryption},
journal = {CoRR},
volume = {abs/2206.00216},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00216},
doi = {10.48550/ARXIV.2206.00216},
eprinttype = {arXiv},
eprint = {2206.00216},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00277,
author = {Tianyu Chen and
Shaohan Huang and
Yuan Xie and
Binxing Jiao and
Daxin Jiang and
Haoyi Zhou and
Jianxin Li and
Furu Wei},
title = {Task-Specific Expert Pruning for Sparse Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2206.00277},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00277},
doi = {10.48550/ARXIV.2206.00277},
eprinttype = {arXiv},
eprint = {2206.00277},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06336,
author = {Yaru Hao and
Haoyu Song and
Li Dong and
Shaohan Huang and
Zewen Chi and
Wenhui Wang and
Shuming Ma and
Furu Wei},
title = {Language Models are General-Purpose Interfaces},
journal = {CoRR},
volume = {abs/2206.06336},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06336},
doi = {10.48550/ARXIV.2206.06336},
eprinttype = {arXiv},
eprint = {2206.06336},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09094,
author = {Yuan Xie and
Shaohan Huang and
Tianyu Chen and
Furu Wei},
title = {MoEC: Mixture of Expert Clusters},
journal = {CoRR},
volume = {abs/2207.09094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09094},
doi = {10.48550/ARXIV.2207.09094},
eprinttype = {arXiv},
eprint = {2207.09094},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06423,
author = {Hongyu Wang and
Shuming Ma and
Shaohan Huang and
Li Dong and
Wenhui Wang and
Zhiliang Peng and
Yu Wu and
Payal Bajaj and
Saksham Singhal and
Alon Benhaim and
Barun Patra and
Zhun Liu and
Vishrav Chaudhary and
Xia Song and
Furu Wei},
title = {Foundation Transformers},
journal = {CoRR},
volume = {abs/2210.06423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06423},
doi = {10.48550/ARXIV.2210.06423},
eprinttype = {arXiv},
eprint = {2210.06423},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07022,
author = {Jian Yang and
Shaohan Huang and
Shuming Ma and
Yuwei Yin and
Li Dong and
Dongdong Zhang and
Hongcheng Guo and
Zhoujun Li and
Furu Wei},
title = {{CROP:} Zero-shot Cross-lingual Named Entity Recognition with Multilingual
Labeled Sequence Translation},
journal = {CoRR},
volume = {abs/2210.07022},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07022},
doi = {10.48550/ARXIV.2210.07022},
eprinttype = {arXiv},
eprint = {2210.07022},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14867,
author = {Barun Patra and
Saksham Singhal and
Shaohan Huang and
Zewen Chi and
Li Dong and
Furu Wei and
Vishrav Chaudhary and
Xia Song},
title = {Beyond English-Centric Bitexts for Better Multilingual Language Representation
Learning},
journal = {CoRR},
volume = {abs/2210.14867},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14867},
doi = {10.48550/ARXIV.2210.14867},
eprinttype = {arXiv},
eprint = {2210.14867},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13184,
author = {Shuming Ma and
Hongyu Wang and
Shaohan Huang and
Wenhui Wang and
Zewen Chi and
Li Dong and
Alon Benhaim and
Barun Patra and
Vishrav Chaudhary and
Xia Song and
Furu Wei},
title = {TorchScale: Transformers at Scale},
journal = {CoRR},
volume = {abs/2211.13184},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13184},
doi = {10.48550/ARXIV.2211.13184},
eprinttype = {arXiv},
eprint = {2211.13184},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10218,
author = {Jian Yang and
Shuming Ma and
Li Dong and
Shaohan Huang and
Haoyang Huang and
Yuwei Yin and
Dongdong Zhang and
Liqun Yang and
Zhoujun Li and
Furu Wei},
title = {GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator},
journal = {CoRR},
volume = {abs/2212.10218},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10218},
doi = {10.48550/ARXIV.2212.10218},
eprinttype = {arXiv},
eprint = {2212.10218},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10554,
author = {Yutao Sun and
Li Dong and
Barun Patra and
Shuming Ma and
Shaohan Huang and
Alon Benhaim and
Vishrav Chaudhary and
Xia Song and
Furu Wei},
title = {A Length-Extrapolatable Transformer},
journal = {CoRR},
volume = {abs/2212.10554},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10554},
doi = {10.48550/ARXIV.2212.10554},
eprinttype = {arXiv},
eprint = {2212.10554},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YaoHWDW21,
author = {Yunzhi Yao and
Shaohan Huang and
Wenhui Wang and
Li Dong and
Furu Wei},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Adapt-and-Distill: Developing Small, Fast and Effective Pretrained
Language Models for Domains},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {460--470},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.40},
doi = {10.18653/V1/2021.FINDINGS-ACL.40},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YaoHWDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangBHDW21,
author = {Wenhui Wang and
Hangbo Bao and
Shaohan Huang and
Li Dong and
Furu Wei},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing
Pretrained Transformers},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {2140--2151},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.188},
doi = {10.18653/V1/2021.FINDINGS-ACL.188},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangBHDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Zheng0HWCSC0SW20,
author = {Bo Zheng and
Li Dong and
Shaohan Huang and
Wenhui Wang and
Zewen Chi and
Saksham Singhal and
Wanxiang Che and
Ting Liu and
Xia Song and
Furu Wei},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Consistency Regularization for Cross-Lingual Fine-Tuning},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {3403--3417},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.264},
doi = {10.18653/V1/2021.ACL-LONG.264},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Zheng0HWCSC0SW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Chi0ZHMHW20,
author = {Zewen Chi and
Li Dong and
Bo Zheng and
Shaohan Huang and
Xian{-}Ling Mao and
Heyan Huang and
Furu Wei},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Improving Pretrained Cross-Lingual Language Models via Self-Labeled
Word Alignment},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {3418--3430},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.265},
doi = {10.18653/V1/2021.ACL-LONG.265},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Chi0ZHMHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/GaoYHDLLLQ21,
author = {Ruiyuan Gao and
Hailong Yang and
Shaohan Huang and
Ming Dun and
Mingzhen Li and
Zerong Luan and
Zhongzhi Luan and
Depei Qian},
editor = {Laurent Lef{\`{e}}vre and
Stacy Patterson and
Young Choon Lee and
Haiying Shen and
Shashikant Ilager and
Mohammad Goudarzi and
Adel Nadjaran Toosi and
Rajkumar Buyya},
title = {PriPro: Towards Effective Privacy Protection on Edge-Cloud System
running {DNN} Inference},
booktitle = {21st {IEEE/ACM} International Symposium on Cluster, Cloud and Internet
Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021},
pages = {334--343},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CCGrid51090.2021.00043},
doi = {10.1109/CCGRID51090.2021.00043},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/GaoYHDLLLQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChiDMHSMHSW21,
author = {Zewen Chi and
Li Dong and
Shuming Ma and
Shaohan Huang and
Saksham Singhal and
Xian{-}Ling Mao and
Heyan Huang and
Xia Song and
Furu Wei},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {mT6: Multilingual Pretrained Text-to-Text Transformer with Translation
Pairs},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1671--1683},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.125},
doi = {10.18653/V1/2021.EMNLP-MAIN.125},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ChiDMHSMHSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhengDHSCLSW21,
author = {Bo Zheng and
Li Dong and
Shaohan Huang and
Saksham Singhal and
Wanxiang Che and
Ting Liu and
Xia Song and
Furu Wei},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Allocating Large Vocabulary Capacity for Cross-Lingual Language Model
Pre-Training},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3203--3215},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.257},
doi = {10.18653/V1/2021.EMNLP-MAIN.257},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhengDHSCLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/YangMH00HMSHSW21,
author = {Jian Yang and
Shuming Ma and
Haoyang Huang and
Dongdong Zhang and
Li Dong and
Shaohan Huang and
Alexandre Muzio and
Saksham Singhal and
Hany Hassan and
Xia Song and
Furu Wei},
editor = {Lo{\"{\i}}c Barrault and
Ondrej Bojar and
Fethi Bougares and
Rajen Chatterjee and
Marta R. Costa{-}juss{\`{a}} and
Christian Federmann and
Mark Fishel and
Alexander Fraser and
Markus Freitag and
Yvette Graham and
Roman Grundkiewicz and
Paco Guzman and
Barry Haddow and
Matthias Huck and
Antonio Jimeno{-}Yepes and
Philipp Koehn and
Tom Kocmi and
Andr{\'{e}} Martins and
Makoto Morishita and
Christof Monz},
title = {Multilingual Machine Translation Systems from Microsoft for {WMT21}
Shared Task},
booktitle = {Proceedings of the Sixth Conference on Machine Translation, WMT@EMNLP
2021, Online Event, November 10-11, 2021},
pages = {446--455},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://aclanthology.org/2021.wmt-1.54},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wmt/YangMH00HMSHSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08692,
author = {Zewen Chi and
Li Dong and
Shuming Ma and
Shaohan Huang and
Xian{-}Ling Mao and
Heyan Huang and
Furu Wei},
title = {mT6: Multilingual Pretrained Text-to-Text Transformer with Translation
Pairs},
journal = {CoRR},
volume = {abs/2104.08692},
year = {2021},
url = {https://arxiv.org/abs/2104.08692},
eprinttype = {arXiv},
eprint = {2104.08692},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06381,
author = {Zewen Chi and
Li Dong and
Bo Zheng and
Shaohan Huang and
Xian{-}Ling Mao and
Heyan Huang and
Furu Wei},
title = {Improving Pretrained Cross-Lingual Language Models via Self-Labeled
Word Alignment},
journal = {CoRR},
volume = {abs/2106.06381},
year = {2021},
url = {https://arxiv.org/abs/2106.06381},
eprinttype = {arXiv},
eprint = {2106.06381},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08226,
author = {Bo Zheng and
Li Dong and
Shaohan Huang and
Wenhui Wang and
Zewen Chi and
Saksham Singhal and
Wanxiang Che and
Ting Liu and
Xia Song and
Furu Wei},
title = {Consistency Regularization for Cross-Lingual Fine-Tuning},
journal = {CoRR},
volume = {abs/2106.08226},
year = {2021},
url = {https://arxiv.org/abs/2106.08226},
eprinttype = {arXiv},
eprint = {2106.08226},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13474,
author = {Yunzhi Yao and
Shaohan Huang and
Wenhui Wang and
Li Dong and
Furu Wei},
title = {Adapt-and-Distill: Developing Small, Fast and Effective Pretrained
Language Models for Domains},
journal = {CoRR},
volume = {abs/2106.13474},
year = {2021},
url = {https://arxiv.org/abs/2106.13474},
eprinttype = {arXiv},
eprint = {2106.13474},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13736,
author = {Shuming Ma and
Li Dong and
Shaohan Huang and
Dongdong Zhang and
Alexandre Muzio and
Saksham Singhal and
Hany Hassan Awadalla and
Xia Song and
Furu Wei},
title = {DeltaLM: Encoder-Decoder Pre-training for Language Generation and
Translation by Augmenting Pretrained Multilingual Encoders},
journal = {CoRR},
volume = {abs/2106.13736},
year = {2021},
url = {https://arxiv.org/abs/2106.13736},
eprinttype = {arXiv},
eprint = {2106.13736},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-16138,
author = {Zewen Chi and
Shaohan Huang and
Li Dong and
Shuming Ma and
Saksham Singhal and
Payal Bajaj and
Xia Song and
Furu Wei},
title = {{XLM-E:} Cross-lingual Language Model Pre-training via {ELECTRA}},
journal = {CoRR},
volume = {abs/2106.16138},
year = {2021},
url = {https://arxiv.org/abs/2106.16138},
eprinttype = {arXiv},
eprint = {2106.16138},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-16138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07306,
author = {Bo Zheng and
Li Dong and
Shaohan Huang and
Saksham Singhal and
Wanxiang Che and
Ting Liu and
Xia Song and
Furu Wei},
title = {Allocating Large Vocabulary Capacity for Cross-lingual Language Model
Pre-training},
journal = {CoRR},
volume = {abs/2109.07306},
year = {2021},
url = {https://arxiv.org/abs/2109.07306},
eprinttype = {arXiv},
eprint = {2109.07306},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11115,
author = {Ting Jiang and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Liangjie Zhang and
Qi Zhang},
title = {Improving Non-autoregressive Generation with Mixup Training},
journal = {CoRR},
volume = {abs/2110.11115},
year = {2021},
url = {https://arxiv.org/abs/2110.11115},
eprinttype = {arXiv},
eprint = {2110.11115},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02086,
author = {Jian Yang and
Shuming Ma and
Haoyang Huang and
Dongdong Zhang and
Li Dong and
Shaohan Huang and
Alexandre Muzio and
Saksham Singhal and
Hany Hassan Awadalla and
Xia Song and
Furu Wei},
title = {Multilingual Machine Translation Systems from Microsoft for {WMT21}
Shared Task},
journal = {CoRR},
volume = {abs/2111.02086},
year = {2021},
url = {https://arxiv.org/abs/2111.02086},
eprinttype = {arXiv},
eprint = {2111.02086},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ZhouYWHZZ20,
author = {Qingyu Zhou and
Nan Yang and
Furu Wei and
Shaohan Huang and
Ming Zhou and
Tiejun Zhao},
title = {A Joint Sentence Scoring and Selection Framework for Neural Extractive
Document Summarization},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {28},
pages = {671--681},
year = {2020},
url = {https://doi.org/10.1109/TASLP.2020.2964427},
doi = {10.1109/TASLP.2020.2964427},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/ZhouYWHZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/HuangLFHZYL20,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Rong He and
Yining Zhao and
Hailong Yang and
Zhongzhi Luan},
title = {HitAnomaly: Hierarchical Transformers for Anomaly Detection in System
Log},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {17},
number = {4},
pages = {2064--2076},
year = {2020},
url = {https://doi.org/10.1109/TNSM.2020.3034647},
doi = {10.1109/TNSM.2020.3034647},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/HuangLFHZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/HuangLFHZYL20,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Rong He and
Yining Zhao and
Hailong Yang and
Zhongzhi Luan},
editor = {Nur Zincir{-}Heywood and
Mehmet Ulema and
M{\"{u}}ge Sayit and
Stuart Clayman and
Myung{-}Sup Kim and
Cihat Cetinkaya},
title = {Transfer Log-based Anomaly Detection with Pseudo Labels},
booktitle = {16th International Conference on Network and Service Management, {CNSM}
2020, Izmir, Turkey, November 2-6, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/CNSM50824.2020.9269069},
doi = {10.23919/CNSM50824.2020.9269069},
timestamp = {Fri, 08 Dec 2023 07:53:07 +0100},
biburl = {https://dblp.org/rec/conf/cnsm/HuangLFHZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiXCHWLZ20,
author = {Minghao Li and
Yiheng Xu and
Lei Cui and
Shaohan Huang and
Furu Wei and
Zhoujun Li and
Ming Zhou},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {DocBank: {A} Benchmark Dataset for Document Layout Analysis},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {949--960},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.82},
doi = {10.18653/V1/2020.COLING-MAIN.82},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/LiXCHWLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HuangWCZZ20,
author = {Shaohan Huang and
Furu Wei and
Lei Cui and
Xingxing Zhang and
Ming Zhou},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Unsupervised Fine-tuning for Text Clustering},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {5530--5534},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.482},
doi = {10.18653/V1/2020.COLING-MAIN.482},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/HuangWCZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiKHWZH20,
author = {Haozhe Ji and
Pei Ke and
Shaohan Huang and
Furu Wei and
Xiaoyan Zhu and
Minlie Huang},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Language Generation with Multi-Hop Reasoning on Commonsense Knowledge
Graph},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {725--736},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.54},
doi = {10.18653/V1/2020.EMNLP-MAIN.54},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiKHWZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icoin/HuangLFAHZYL20,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Wanhe An and
Rong He and
Yining Zhao and
Hailong Yang and
Zhongzhi Luan},
title = {A Gated Few-shot Learning Model For Anomaly Detection},
booktitle = {2020 International Conference on Information Networking, {ICOIN} 2020,
Barcelona, Spain, January 7-10, 2020},
pages = {505--509},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICOIN48656.2020.9016599},
doi = {10.1109/ICOIN48656.2020.9016599},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icoin/HuangLFAHZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/JiKHWH20,
author = {Haozhe Ji and
Pei Ke and
Shaohan Huang and
Furu Wei and
Minlie Huang},
editor = {Kam{-}Fai Wong and
Kevin Knight and
Hua Wu},
title = {Generating Commonsense Explanation by Extracting Bridge Concepts from
Reasoning Paths},
booktitle = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 10th International
Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020,
Suzhou, China, December 4-7, 2020},
pages = {248--257},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/2020.aacl-main.28/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/JiKHWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuL0HW020,
author = {Yiheng Xu and
Minghao Li and
Lei Cui and
Shaohan Huang and
Furu Wei and
Ming Zhou},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {LayoutLM: Pre-training of Text and Layout for Document Image Understanding},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1192--1200},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403172},
doi = {10.1145/3394486.3403172},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuL0HW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/LiCHWZL20,
author = {Minghao Li and
Lei Cui and
Shaohan Huang and
Furu Wei and
Ming Zhou and
Zhoujun Li},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {TableBank: Table Benchmark for Image-based Table Detection and Recognition},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {1918--1925},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.236/},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lrec/LiCHWZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/HuangLFHZYL20,
author = {Shaohan Huang and
Yi Liu and
Carol J. Fung and
Rong He and
Yining Zhao and
Hailong Yang and
Zhongzhi Luan},
title = {Paddy: An Event Log Parsing Approach using Dynamic Dictionary},
booktitle = {{NOMS} 2020 - {IEEE/IFIP} Network Operations and Management Symposium,
Budapest, Hungary, April 20-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/NOMS47738.2020.9110435},
doi = {10.1109/NOMS47738.2020.9110435},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/noms/HuangLFHZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01038,
author = {Minghao Li and
Yiheng Xu and
Lei Cui and
Shaohan Huang and
Furu Wei and
Zhoujun Li and
Ming Zhou},
title = {DocBank: {A} Benchmark Dataset for Document Layout Analysis},
journal = {CoRR},
volume = {abs/2006.01038},
year = {2020},
url = {https://arxiv.org/abs/2006.01038},
eprinttype = {arXiv},
eprint = {2006.01038},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11692,
author = {Haozhe Ji and
Pei Ke and
Shaohan Huang and
Furu Wei and
Xiaoyan Zhu and
Minlie Huang},
title = {Language Generation with Multi-Hop Reasoning on Commonsense Knowledge
Graph},
journal = {CoRR},
volume = {abs/2009.11692},
year = {2020},
url = {https://arxiv.org/abs/2009.11692},
eprinttype = {arXiv},
eprint = {2009.11692},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11753,
author = {Haozhe Ji and
Pei Ke and
Shaohan Huang and
Furu Wei and
Minlie Huang},
title = {Generating Commonsense Explanation by Extracting Bridge Concepts from
Reasoning Paths},
journal = {CoRR},
volume = {abs/2009.11753},
year = {2020},
url = {https://arxiv.org/abs/2009.11753},
eprinttype = {arXiv},
eprint = {2009.11753},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15828,
author = {Wenhui Wang and
Hangbo Bao and
Shaohan Huang and
Li Dong and
Furu Wei},
title = {MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing
Pretrained Transformers},
journal = {CoRR},
volume = {abs/2012.15828},
year = {2020},
url = {https://arxiv.org/abs/2012.15828},
eprinttype = {arXiv},
eprint = {2012.15828},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Huang0WL19,
author = {Shaohan Huang and
Yu Wu and
Furu Wei and
Zhongzhi Luan},
title = {Dictionary-Guided Editing Networks for Paraphrase Generation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6546--6553},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016546},
doi = {10.1609/AAAI.V33I01.33016546},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Huang0WL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0006WHWL019,
author = {Yu Wu and
Furu Wei and
Shaohan Huang and
Yunli Wang and
Zhoujun Li and
Ming Zhou},
title = {Response Generation by Context-Aware Prototype Editing},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7281--7288},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017281},
doi = {10.1609/AAAI.V33I01.33017281},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0006WHWL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/BaoHWC0TPZ19,
author = {Hangbo Bao and
Shaohan Huang and
Furu Wei and
Lei Cui and
Yu Wu and
Chuanqi Tan and
Songhao Piao and
Ming Zhou},
editor = {Jie Tang and
Min{-}Yen Kan and
Dongyan Zhao and
Sujian Li and
Hongying Zan},
title = {Neural Melody Composition from Lyrics},
booktitle = {Natural Language Processing and Chinese Computing - 8th {CCF} International
Conference, {NLPCC} 2019, Dunhuang, China, October 9-14, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11838},
pages = {499--511},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32233-5\_39},
doi = {10.1007/978-3-030-32233-5\_39},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nlpcc/BaoHWC0TPZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01949,
author = {Minghao Li and
Lei Cui and
Shaohan Huang and
Furu Wei and
Ming Zhou and
Zhoujun Li},
title = {TableBank: Table Benchmark for Image-based Table Detection and Recognition},
journal = {CoRR},
volume = {abs/1903.01949},
year = {2019},
url = {http://arxiv.org/abs/1903.01949},
eprinttype = {arXiv},
eprint = {1903.01949},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-13318,
author = {Yiheng Xu and
Minghao Li and
Lei Cui and
Shaohan Huang and
Furu Wei and
Ming Zhou},
title = {LayoutLM: Pre-training of Text and Layout for Document Image Understanding},
journal = {CoRR},
volume = {abs/1912.13318},
year = {2019},
url = {http://arxiv.org/abs/1912.13318},
eprinttype = {arXiv},
eprint = {1912.13318},
timestamp = {Mon, 01 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-13318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoZWYHZ18,
author = {Qingyu Zhou and
Nan Yang and
Furu Wei and
Shaohan Huang and
Ming Zhou and
Tiejun Zhao},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Neural Document Summarization by Jointly Learning to Score and Select
Sentences},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {654--663},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1061/},
doi = {10.18653/V1/P18-1061},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhaoZWYHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07042,
author = {Yu Wu and
Furu Wei and
Shaohan Huang and
Zhoujun Li and
Ming Zhou},
title = {Response Generation by Context-aware Prototype Editing},
journal = {CoRR},
volume = {abs/1806.07042},
year = {2018},
url = {http://arxiv.org/abs/1806.07042},
eprinttype = {arXiv},
eprint = {1806.07042},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08077,
author = {Shaohan Huang and
Yu Wu and
Furu Wei and
Ming Zhou},
title = {Dictionary-Guided Editing Networks for Paraphrase Generation},
journal = {CoRR},
volume = {abs/1806.08077},
year = {2018},
url = {http://arxiv.org/abs/1806.08077},
eprinttype = {arXiv},
eprint = {1806.08077},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02305,
author = {Qingyu Zhou and
Nan Yang and
Furu Wei and
Shaohan Huang and
Ming Zhou and
Tiejun Zhao},
title = {Neural Document Summarization by Jointly Learning to Score and Select
Sentences},
journal = {CoRR},
volume = {abs/1807.02305},
year = {2018},
url = {http://arxiv.org/abs/1807.02305},
eprinttype = {arXiv},
eprint = {1807.02305},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04318,
author = {Hangbo Bao and
Shaohan Huang and
Furu Wei and
Lei Cui and
Yu Wu and
Chuanqi Tan and
Songhao Piao and
Ming Zhou},
title = {Neural Melody Composition from Lyrics},
journal = {CoRR},
volume = {abs/1809.04318},
year = {2018},
url = {http://arxiv.org/abs/1809.04318},
eprinttype = {arXiv},
eprint = {1809.04318},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00341,
author = {Shaohan Huang and
Yu Wu and
Furu Wei and
Ming Zhou},
title = {Text Morphing},
journal = {CoRR},
volume = {abs/1810.00341},
year = {2018},
url = {http://arxiv.org/abs/1810.00341},
eprinttype = {arXiv},
eprint = {1810.00341},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CuiHWTDZ17,
author = {Lei Cui and
Shaohan Huang and
Furu Wei and
Chuanqi Tan and
Chaoqun Duan and
Ming Zhou},
editor = {Mohit Bansal and
Heng Ji},
title = {SuperAgent: {A} Customer Service Chatbot for E-commerce Websites},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, System
Demonstrations},
pages = {97--102},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-4017},
doi = {10.18653/V1/P17-4017},
timestamp = {Fri, 06 Aug 2021 00:40:50 +0200},
biburl = {https://dblp.org/rec/conf/acl/CuiHWTDZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/HuangFLZWLQ17,
author = {Shaohan Huang and
Carol J. Fung and
Chang Liu and
Shupeng Zhang and
Guang Wei and
Zhongzhi Luan and
Depei Qian},
title = {Arena: Adaptive real-time update anomaly prediction in cloud systems},
booktitle = {13th International Conference on Network and Service Management, {CNSM}
2017, Tokyo, Japan, November 26-30, 2017},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.23919/CNSM.2017.8256031},
doi = {10.23919/CNSM.2017.8256031},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/cnsm/HuangFLZWLQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhouLWDHX17,
author = {Li Dong and
Shaohan Huang and
Furu Wei and
Mirella Lapata and
Ming Zhou and
Ke Xu},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Learning to Generate Product Reviews from Attributes},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 1: Long Papers},
pages = {623--632},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-1059},
doi = {10.18653/V1/E17-1059},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhouLWDHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/ZhangFHLQ17,
author = {Shupeng Zhang and
Carol J. Fung and
Shaohan Huang and
Zhongzhi Luan and
Depei Qian},
title = {{PSOM:} Periodic Self-Organizing Maps for unsupervised anomaly detection
in periodic time series},
booktitle = {25th {IEEE/ACM} International Symposium on Quality of Service, IWQoS
2017, Vilanova i la Geltr{\'{u}}, Spain, June 14-16, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IWQoS.2017.7969174},
doi = {10.1109/IWQOS.2017.7969174},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/iwqos/ZhangFHLQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/HuangFWPLQ16,
author = {Shaohan Huang and
Carol J. Fung and
Kui Wang and
Polo Pei and
Zhongzhi Luan and
Depei Qian},
title = {Using recurrent neural networks toward black-box system anomaly prediction},
booktitle = {24th {IEEE/ACM} International Symposium on Quality of Service, IWQoS
2016, Beijing, China, June 20-21, 2016},
pages = {1--10},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IWQoS.2016.7590435},
doi = {10.1109/IWQOS.2016.7590435},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/iwqos/HuangFWPLQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudnet/HuangoFWYLQ15,
author = {Shaohan Huang and
Carol J. Fung and
Kui Wang and
Yaqi Yang and
Zhongzhi Luan and
Depei Qian},
title = {Revisit network anomaly ranking in datacenter network using re-ranking},
booktitle = {4th {IEEE} International Conference on Cloud Networking, CloudNet
2015, Niagara Falls, ON, Canada, October 5-7, 2015},
pages = {178--183},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CloudNet.2015.7335302},
doi = {10.1109/CLOUDNET.2015.7335302},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloudnet/HuangoFWYLQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/WangFDPHLQ15,
author = {Kui Wang and
Carol J. Fung and
Chao Ding and
Polo Pei and
Shaohan Huang and
Zhongzhi Luan and
Depei Qian},
title = {A methodology for root-cause analysis in component based systems},
booktitle = {23rd {IEEE} International Symposium on Quality of Service, IWQoS 2015,
Portland, OR, USA, June 15-16, 2015},
pages = {243--248},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IWQoS.2015.7404741},
doi = {10.1109/IWQOS.2015.7404741},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/iwqos/WangFDPHLQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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