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ORCIDYifan Song 0002
Person information
- affiliation: Peking University, Beijing, China
Other persons with the same name
- Yifan Song — disambiguation page
- Yifan Song 0001
![[0009-0009-4169-3257]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0009-0009-4169-3257")
— Tsinghua University, Beijing, China - Yifan Song 0003 — Southeast University, Nanjing, China
- Yifan Song 0004 — GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany (and 1 more)
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Conference and Workshop Papers
- 2025
[c15]Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li, Yizhou Wang:
Exploring Fine-Grained Human Motion Video Captioning. COLING 2025: 5247-5264- [c14]Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue:
Harnessing Webpage UIs for Text-Rich Visual Understanding. ICLR 2025 - [c13]Yifan Song, Guoyin Wang, Sujian Li, Bill Yuchen Lin:
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism. NAACL (Long Papers) 2025: 4195-4206 - 2024
- [c12]Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li, Bill Yuchen Lin:
Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents. ACL (1) 2024: 7584-7600 - [c11]Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
LongEmbed: Extending Embedding Models for Long Context Retrieval. EMNLP 2024: 802-816 - [c10]Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li:
Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement. EMNLP 2024: 1556-1572 - [c9]Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li:
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories. EMNLP (Findings) 2024: 2124-2141 - [c8]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 - [c7]Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li:
CoUDA: Coherence Evaluation via Unified Data Augmentation. NAACL-HLT 2024: 967-978 - 2023
- [c6]Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li:
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective. EMNLP (Findings) 2023: 14557-14570 - [c5]Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li:
Rationale-Enhanced Language Models are Better Continual Relation Learners. EMNLP 2023: 15489-15497 - [c4]Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li:
DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset. ICASSP 2023: 1-5 - 2022
- [c3]Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li:
ConFiguRe: Exploring Discourse-level Chinese Figures of Speech. COLING 2022: 3374-3385 - [c2]Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui:
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. EMNLP 2022: 6264-6278 - [c1]Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui:
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances. IJCAI 2022: 4397-4403
Informal and Other Publications
- 2025
- [i22]Weimin Xiong, Yifan Song, Qingxiu Dong, Bingchan Zhao, Feifan Song, Xun Wang, Sujian Li:
MPO: Boosting LLM Agents with Meta Plan Optimization. CoRR abs/2503.02682 (2025) - [i21]Jiaheng Liu, Dawei Zhu, Zhiqi Bai, Yancheng He, Huanxuan Liao, Haoran Que, Zekun Wang, Chenchen Zhang, Ge Zhang, Jiebin Zhang, Yuanxing Zhang, Zhuo Chen, Hangyu Guo, Shilong Li, Ziqiang Liu, Yong Shan, Yifan Song, Jiayi Tian, Wenhao Wu, Zhejian Zhou, Ruijie Zhu, Junlan Feng, Yang Gao, Shizhu He, Zhoujun Li, Tianyu Liu, Fanyu Meng, Wenbo Su, Yingshui Tan, Zili Wang, Jian Yang, Wei Ye, Bo Zheng, Wangchunshu Zhou, Wenhao Huang, Sujian Li, Zhaoxiang Zhang:
A Comprehensive Survey on Long Context Language Modeling. CoRR abs/2503.17407 (2025) - 2024
- [i20]Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li, Bill Yuchen Lin:
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents. CoRR abs/2403.02502 (2024) - [i19]Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li:
CoUDA: Coherence Evaluation via Unified Data Augmentation. CoRR abs/2404.00681 (2024) - [i18]Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue:
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? CoRR abs/2404.05955 (2024) - [i17]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) - [i16]Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li:
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement. CoRR abs/2406.11176 (2024) - [i15]Yifan Song, Guoyin Wang, Sujian Li, Bill Yuchen Lin:
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism. CoRR abs/2407.10457 (2024) - [i14]Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li:
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories. CoRR abs/2410.07706 (2024) - [i13]Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue:
Harnessing Webpage UIs for Text-Rich Visual Understanding. CoRR abs/2410.13824 (2024) - [i12]Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu:
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. CoRR abs/2411.17451 (2024) - [i11]Jiebin Zhang, Dawei Zhu, Yifan Song, Wenhao Wu, Chuqiao Kuang, Xiaoguang Li, Lifeng Shang, Qun Liu, Sujian Li:
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression. CoRR abs/2412.12706 (2024) - 2023
- [i10]Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li:
DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset. CoRR abs/2303.11141 (2023) - [i9]Yifan Song, Peiyi Wang, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li:
RepCL: Exploring Effective Representation for Continual Text Classification. CoRR abs/2305.07289 (2023) - [i8]Yifan Song, Weimin Xiong, Dawei Zhu, Cheng Li, Ke Wang, Ye Tian, Sujian Li:
RestGPT: Connecting Large Language Models with Real-World Applications via RESTful APIs. CoRR abs/2306.06624 (2023) - [i7]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. CoRR abs/2309.10400 (2023) - [i6]Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li:
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective. CoRR abs/2310.06362 (2023) - [i5]Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li:
Rationale-Enhanced Language Models are Better Continual Relation Learners. CoRR abs/2310.06547 (2023) - 2022
- [i4]Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui:
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances. CoRR abs/2205.00633 (2022) - [i3]Peiyi Wang, Yifan Song, Tianyu Liu, Rundong Gao, Binghuai Lin, Yunbo Cao, Zhifang Sui:
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach. CoRR abs/2209.00243 (2022) - [i2]Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li:
ConFiguRe: Exploring Discourse-level Chinese Figures of Speech. CoRR abs/2209.07678 (2022) - [i1]Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui:
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. CoRR abs/2210.04497 (2022)
Coauthor Index
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