Yifan Song

According to our database, Yifan Song authored at least 28 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

P-Aligner: Enabling Pre-Alignment of Language Models via Principled Instruction Synthesis.

Feifan Song, Bofei Gao, Yifan Song, Yi Liu, Weimin Xiong, Yuyang Song, Tianyu Liu, Guoyin Wang, Houfeng Wang

CoRR, August, 2025

More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents.

Weimin Xiong, Ke Wang, Yifan Song, Hanchao Liu, Sai Zhou, Wei Peng, Sujian Li

CoRR, June, 2025

A Comprehensive Survey on Long Context Language Modeling.

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

CoRR, March, 2025

MPO: Boosting LLM Agents with Meta Plan Optimization.

Weimin Xiong, Yifan Song, Qingxiu Dong, Bingchan Zhao, Feifan Song, Xun Wang, Sujian Li

CoRR, March, 2025

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism.

Yifan Song, Guoyin Wang, Sujian Li, Bill Yuchen Lin

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Harnessing Webpage UIs for Text-Rich Visual Understanding.

Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Exploring Fine-Grained Human Motion Video Captioning.

Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li, Yizhou Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Hierarchical Memory Organization for Wikipedia Generation.

Eugene J. Yu, Dawei Zhu, Yifan Song, Xiangyu Wong, Jiebin Zhang, Wenxuan Shi, Xiaoguang Li, Qun Liu, Sujian Li

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

ISR: Self-Refining Referring Expressions for Entity Grounding.

Zhuocheng Yu, Bingchan Zhao, Yifan Song, Sujian Li, Zhonghui He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression.

Jiebin Zhang, Dawei Zhu, Yifan Song, Wenhao Wu, Chuqiao Kuang, Xiaoguang Li, Lifeng Shang, Qun Liu, Sujian Li

CoRR, 2024

VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models.

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

CoRR, 2024

VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue

CoRR, 2024

CoUDA: Coherence Evaluation via Unified Data Augmentation.

Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training.

Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LongEmbed: Extending Embedding Models for Long Context Retrieval.

Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement.

Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories.

Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents.

Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li, Bill Yuchen Lin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

RestGPT: Connecting Large Language Models with Real-World Applications via RESTful APIs.

Yifan Song, Weimin Xiong, Dawei Zhu, Cheng Li, Ke Wang, Ye Tian, Sujian Li

CoRR, 2023

RepCL: Exploring Effective Representation for Continual Text Classification.

Yifan Song, Peiyi Wang, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li

CoRR, 2023

DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset.

Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li

Proceedings of the IEEE International Conference on Acoustics, 2023

Rationale-Enhanced Language Models are Better Continual Relation Learners.

Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective.

Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach.

Peiyi Wang, Yifan Song, Tianyu Liu, Rundong Gao, Binghuai Lin, Yunbo Cao, Zhifang Sui

CoRR, 2022

Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances.

Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation.

Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ConFiguRe: Exploring Discourse-level Chinese Figures of Speech.

Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li

Proceedings of the 29th International Conference on Computational Linguistics, 2022