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2020 – today
- 2024
[j29]Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao
, Furu Wei:
Fine-tuning pretrained transformer encoders for sequence-to-sequence learning. Int. J. Mach. Learn. Cybern. 15(5): 1711-1728 (2024)- [j28]Ziqiang Zhang, Sanyuan Chen, Long Zhou, Yu Wu, Shuo Ren, Shujie Liu, Zhuoyuan Yao, Xun Gong, Li-Rong Dai, Jinyu Li, Furu Wei:
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2177-2187 (2024) - [j27]Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei:
VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3709-3716 (2024) - [j26]Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Li-Rong Dai, Daxin Jiang, Jinyu Li, Furu Wei:
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning. IEEE Trans. Multim. 26: 1055-1064 (2024) - [c250]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Learning to Rank in Generative Retrieval. AAAI 2024: 8716-8723 - [c249]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Text Diffusion with Reinforced Conditioning. AAAI 2024: 14069-14077 - [c248]Liang Zhang, Qin Jin, Haoyang Huang, Dongdong Zhang, Furu Wei:
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models. ACL (1) 2024: 4177-4192 - [c247]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se²: Sequential Example Selection for In-Context Learning. ACL (Findings) 2024: 5262-5284 - [c246]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. ACL (1) 2024: 5701-5715 - [c245]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. ACL (1) 2024: 7641-7660 - [c244]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. ACL (Findings) 2024: 8870-8884 - [c243]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Improving Text Embeddings with Large Language Models. ACL (1) 2024: 11897-11916 - [c242]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) 2024: 15903-15918 - [c241]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Calibrating LLM-Based Evaluator. LREC/COLING 2024: 2638-2656 - [c240]Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei:
Language Models as Inductive Reasoners. EACL (1) 2024: 209-225 - [c239]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam:
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. EACL (Findings) 2024: 264-275 - [c238]Liang Wang, Nan Yang, Furu Wei:
Learning to Retrieve In-Context Examples for Large Language Models. EACL (1) 2024: 1752-1767 - [c237]Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei:
In-context Autoencoder for Context Compression in a Large Language Model. ICLR 2024 - [c236]Daixuan Cheng, Shaohan Huang, Furu Wei:
Adapting Large Language Models via Reading Comprehension. ICLR 2024 - [c235]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
MiniLLM: Knowledge Distillation of Large Language Models. ICLR 2024 - [c234]Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei:
Kosmos-G: Generating Images in Context with Multimodal Large Language Models. ICLR 2024 - [c233]Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei:
Grounding Multimodal Large Language Models to the World. ICLR 2024 - [c232]Xun Wu, Shaohan Huang, Furu Wei:
Mixture of LoRA Experts. ICLR 2024 - [c231]Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. ICLR 2024 - [c230]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML 2024 - [c229]Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei:
Low-code LLM: Graphical User Interface over Large Language Models. NAACL (Demonstrations) 2024: 12-25 - [c228]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT 2024: 257-279 - [c227]Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei:
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. NAACL-HLT 2024: 6596-6610 - [c226]Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin:
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. SIGIR 2024: 2421-2425 - [i248]Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei:
Boosting Large Language Model for Speech Synthesis: An Empirical Study. CoRR abs/2401.00246 (2024) - [i247]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Improving Text Embeddings with Large Language Models. CoRR abs/2401.00368 (2024) - [i246]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang:
Improving Domain Adaptation through Extended-Text Reading Comprehension. CoRR abs/2401.07284 (2024) - [i245]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei:
K-Level Reasoning with Large Language Models. CoRR abs/2402.01521 (2024) - [i244]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Multilingual E5 Text Embeddings: A Technical Report. CoRR abs/2402.05672 (2024) - [i243]Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela:
Generative Representational Instruction Tuning. CoRR abs/2402.09906 (2024) - [i242]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i241]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se2: Sequential Example Selection for In-Context Learning. CoRR abs/2402.13874 (2024) - [i240]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Text Diffusion with Reinforced Conditioning. CoRR abs/2402.14843 (2024) - [i239]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. CoRR abs/2402.15754 (2024) - [i238]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. CoRR abs/2402.16438 (2024) - [i237]Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei:
Towards Optimal Learning of Language Models. CoRR abs/2402.17759 (2024) - [i236]Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei:
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR abs/2402.17764 (2024) - [i235]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. CoRR abs/2402.18039 (2024) - [i234]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR abs/2403.02884 (2024) - [i233]Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei:
WavLLM: Towards Robust and Adaptive Speech Large Language Model. CoRR abs/2404.00656 (2024) - [i232]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei:
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. CoRR abs/2404.01230 (2024) - [i231]Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei:
Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. CoRR abs/2404.03622 (2024) - [i230]Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
LongEmbed: Extending Embedding Models for Long Context Retrieval. CoRR abs/2404.12096 (2024) - [i229]Xun Wu, Shaohan Huang, Furu Wei:
Mixture of LoRA Experts. CoRR abs/2404.13628 (2024) - [i228]Xun Wu, Shaohan Huang, Wenhui Wang, Furu Wei:
Multi-Head Mixture-of-Experts. CoRR abs/2404.15045 (2024) - [i227]Xun Wu, Shaohan Huang, Furu Wei:
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation. CoRR abs/2404.15100 (2024) - [i226]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Token Index. CoRR abs/2405.01924 (2024) - [i225]Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei:
You Only Cache Once: Decoder-Decoder Architectures for Language Models. CoRR abs/2405.05254 (2024) - [i224]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang:
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning. CoRR abs/2405.12130 (2024) - [i223]Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao:
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR abs/2405.13792 (2024) - [i222]Sanyuan Chen, Shujie Liu, Long Zhou, Yanqing Liu, Xu Tan, Jinyu Li, Sheng Zhao, Yao Qian, Furu Wei:
VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers. CoRR abs/2406.05370 (2024) - [i221]Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei:
VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment. CoRR abs/2406.07855 (2024) - [i220]Peizhong Gao, Ao Xie, Shaoguang Mao, Wenshan Wu, Yan Xia, Haipeng Mi, Furu Wei:
Meta Reasoning for Large Language Models. CoRR abs/2406.11698 (2024) - [i219]Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei:
Instruction Pre-Training: Language Models are Supervised Multitask Learners. CoRR abs/2406.14491 (2024) - [i218]Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei:
Direct Preference Knowledge Distillation for Large Language Models. CoRR abs/2406.19774 (2024) - [i217]Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei:
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. CoRR abs/2407.06112 (2024) - [i216]Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei:
Autoregressive Speech Synthesis without Vector Quantization. CoRR abs/2407.08551 (2024) - [i215]Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei:
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR abs/2407.10969 (2024) - 2023
- [j25]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Generative retrieval for conversational question answering. Inf. Process. Manag. 60(5): 103475 (2023) - [j24]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Large Search Model: Redefining Search Stack in the Era of LLMs. SIGIR Forum 57(2): 23:1-23:16 (2023) - [j23]Jian Yang, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li:
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1489-1498 (2023) - [j22]Zhiliang Peng, Li Dong, Hangbo Bao, Furu Wei, Qixiang Ye:
A Unified View of Masked Image Modeling. Trans. Mach. Learn. Res. 2023 (2023) - [c225]Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei:
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. AAAI 2023: 13094-13102 - [c224]Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei:
MoEC: Mixture of Expert Clusters. AAAI 2023: 13807-13815 - [c223]Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang:
Pre-training Language Model as a Multi-perspective Course Learner. ACL (Findings) 2023: 114-128 - [c222]Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei:
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. ACL (1) 2023: 2244-2258 - [c221]Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang:
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. ACL (1) 2023: 3466-3478 - [c220]Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei:
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. ACL (Findings) 2023: 4005-4019 - [c219]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
Pre-Training to Learn in Context. ACL (1) 2023: 4849-4870 - [c218]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Multiview Identifiers Enhanced Generative Retrieval. ACL (1) 2023: 6636-6648 - [c217]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) 2023: 9394-9412 - [c216]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. ACL (Findings) 2023: 9542-9558 - [c215]Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei:
A Length-Extrapolatable Transformer. ACL (1) 2023: 14590-14604 - [c214]Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song:
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. ACL (1) 2023: 15354-15373 - [c213]Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei:
Non-Contrastive Learning Meets Language-Image Pre-Training. CVPR 2023: 11028-11038 - [c212]Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye:
Generic-to-Specific Distillation of Masked Autoencoders. CVPR 2023: 15996-16005 - [c211]Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei:
Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks. CVPR 2023: 19175-19186 - [c210]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) 2023: 471-486 - [c209]Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Democratizing Reasoning Ability: Tailored Learning from Large Language Model. EMNLP 2023: 1948-1966 - [c208]Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui:
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. EMNLP (Findings) 2023: 3909-3925 - [c207]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei:
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) 2023: 7845-7858 - [c206]Liang Wang, Nan Yang, Furu Wei:
Query2doc: Query Expansion with Large Language Models. EMNLP 2023: 9414-9423 - [c205]Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang:
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. EMNLP 2023: 12318-12337 - [c204]Haoyang Huang, Tianyi Tang, Dongdong Zhang, Xin Zhao, Ting Song, Yan Xia, Furu Wei:
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. EMNLP (Findings) 2023: 12365-12394 - [c203]Wentao Deng, Jiahuan Pei, Keyi Kong, Zhe Chen, Furu Wei, Yujun Li, Zhaochun Ren, Zhumin Chen, Pengjie Ren:
Syllogistic Reasoning for Legal Judgment Analysis. EMNLP 2023: 13997-14009 - [c202]Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei:
Tuna: Instruction Tuning using Feedback from Large Language Models. EMNLP (Findings) 2023: 15146-15163 - [c201]Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei:
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. ICASSP 2023: 1-5 - [c200]Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei:
Corrupted Image Modeling for Self-Supervised Visual Pre-Training. ICLR 2023 - [c199]Zhixiong Han, Yaru Hao, Li Dong, Yutao Sun, Furu Wei:
Prototypical Calibration for Few-shot Learning of Language Models. ICLR 2023 - [c198]Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Visually-Augmented Language Modeling. ICLR 2023 - [c197]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? ICLR 2023 - [c196]Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei:
BEATs: Audio Pre-Training with Acoustic Tokenizers. ICML 2023: 5178-5193 - [c195]Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei:
Magneto: A Foundation Transformer. ICML 2023: 36077-36092 - [c194]Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei:
Extensible Prompts for Language Models on Zero-shot Language Style Customization. NeurIPS 2023 - [c193]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser: Diffusion Models as Text Painters. NeurIPS 2023 - [c192]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS 2023 - [c191]Yaru Hao, Zewen Chi, Li Dong, Furu Wei:
Optimizing Prompts for Text-to-Image Generation. NeurIPS 2023 - [c190]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS 2023 - [c189]Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Augmenting Language Models with Long-Term Memory. NeurIPS 2023 - [i214]Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei:
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers. CoRR abs/2301.02111 (2023) - [i213]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR abs/2301.06825 (2023) - [i212]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. CoRR abs/2302.14045 (2023) - [i211]Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye:
Generic-to-Specific Distillation of Masked Autoencoders. CoRR abs/2302.14771 (2023) - [i210]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? CoRR abs/2303.00579 (2023) - [i209]