Yifei Li

15 papers A* 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
EMNLP
Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun
2025 J jnl
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
CoRR
Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun
2025 J jnl
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
CoRR
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su
2025 A* conf
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
ICLR
Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun
2024 — conf
AttributionBench: How Hard is Automatic Attribution Evaluation?
ACL (Findings)
Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun
2024 J jnl
AttributionBench: How Hard is Automatic Attribution Evaluation?
CoRR
Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun
2024 — conf
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.
ACL (1)
Peiyi Wang, Lei Li, Zhihong Shao, Runxin Xu, Damai Dai, Yifei Li, Deli Chen, Yu Wu, Zhifang Sui
2024 J jnl
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
CoRR
Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun
2024 — conf
TableLlama: Towards Open Large Generalist Models for Tables.
NAACL-HLT
Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun
2023 — conf
Making Language Models Better Reasoners with Step-Aware Verifier.
ACL (1)
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
2023 J jnl
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.
CoRR
Peiyi Wang, Lei Li, Zhihong Shao, R. X. Xu, Damai Dai, Yifei Li, Deli Chen, Y. Wu, Zhifang Sui
2023 J jnl
TableLlama: Towards Open Large Generalist Models for Tables.
CoRR
Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun
2022 J jnl
Exploiting high-order local and global user-item interactions for effective recommendation.
Knowl. Based Syst.
Sheng Tian, Guibing Guo, Yifei Li, Yuan Liu, Xingwei Wang
2022 J jnl
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models.
CoRR
Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou
2022 J jnl
On the Advance of Making Language Models Better Reasoners.
CoRR
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen