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Publication search results
found 226 matches
- 2025
- Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo:
RouterRetriever: Routing over a Mixture of Expert Embedding Models. AAAI 2025: 11995-12003 - Orion Weller, Benjamin Chang, Eugene Yang, Mahsa Yarmohammadi, Samuel Barham, Sean MacAvaney, Arman Cohan, Luca Soldaini, Benjamin Van Durme, Dawn J. Lawrie:
mFollowIR: A Multilingual Benchmark for Instruction Following in Retrieval. ECIR (2) 2025: 295-310 - Ziyao Shangguan, Chuhan Li, Yuxuan Ding, Yanan Zheng, Yilun Zhao, Tesca Fitzgerald, Arman Cohan:
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models. ICLR 2025 - Xiangru Tang, Tianyu Hu, Muyang Ye, Yanjun Shao, Xunjian Yin, Siru Ouyang, Wangchunshu Zhou, Pan Lu, Zhuosheng Zhang, Yilun Zhao, Arman Cohan, Mark Gerstein:
ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning. ICLR 2025 - Mingqi Gao, Yixin Liu, Xinyu Hu, Xiaojun Wan, Jonathan Bragg, Arman Cohan:
Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference. NAACL (Findings) 2025: 4605-4629 - Yixin Liu, Pengfei Liu, Arman Cohan:
Understanding Reference Policies in Direct Preference Optimization. NAACL (Findings) 2025: 8022-8037 - Yixin Liu, Kejian Shi, Alexander R. Fabbri, Yilun Zhao, Peifeng Wang, Chien-Sheng Wu, Shafiq Joty, Arman Cohan:
ReIFE: Re-evaluating Instruction-Following Evaluation. NAACL (Long Papers) 2025: 12247-12287 - Carter Teplica, Yixin Liu, Arman Cohan, Tim G. J. Rudner:
SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models. NAACL (Long Papers) 2025: 12451-12469 - Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn J. Lawrie, Luca Soldaini:
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions. NAACL (Long Papers) 2025: 11926-11942 - Yilun Zhao, Guo Gan, Chen Zhao, Arman Cohan:
Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning. NAACL (Long Papers) 2025: 11653-11665 - Mingqi Gao, Yixin Liu, Xinyu Hu, Xiaojun Wan, Jonathan Bragg, Arman Cohan:
Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference. CoRR abs/2501.00560 (2025) - Xiangru Tang, Tianyu Hu, Muyang Ye, Yanjun Shao, Xunjian Yin, Siru Ouyang, Wangchunshu Zhou, Pan Lu, Zhuosheng Zhang
, Yilun Zhao, Arman Cohan, Mark Gerstein:
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning. CoRR abs/2501.06590 (2025) - Yilun Zhao, Lujing Xie, Haowei Zhang, Guo Gan, Yitao Long, Zhiyuan Hu, Tongyan Hu, Weiyuan Chen, Chuhan Li, Junyang Song, Zhijian Xu, Chengye Wang, Weifeng Pan, Ziyao Shangguan, Xiangru Tang, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan:
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding. CoRR abs/2501.12380 (2025) - Orion Weller, Benjamin Chang, Eugene Yang, Mahsa Yarmohammadi, Samuel Barham, Sean MacAvaney, Arman Cohan, Luca Soldaini, Benjamin Van Durme, Dawn J. Lawrie:
mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval. CoRR abs/2501.19264 (2025) - Jaesung Tae, Hamish Ivison, Sachin Kumar, Arman Cohan:
TESS 2: A Large-Scale Generalist Diffusion Language Model. CoRR abs/2502.13917 (2025) - Simeng Han, Frank Palma Gomez, Tu Vu, Zefei Li, Daniel Cer, Hansi Zeng, Chris Tar, Arman Cohan, Gustavo Hernández Ábrego:
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models. CoRR abs/2502.16766 (2025) - Jacob Dunefsky, Arman Cohan:
Investigating Generalization of One-shot LLM Steering Vectors. CoRR abs/2502.18862 (2025) - Xiangru Tang, Daniel Shao, Jiwoong Sohn, Jiapeng Chen, Jiayi Zhang, Jinyu Xiang, Fang Wu, Yilun Zhao, Chenglin Wu, Wenqi Shi, Arman Cohan, Mark Gerstein:
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning. CoRR abs/2503.07459 (2025) - Zhaoling Chen, Xiangru Tang, Gangda Deng, Fang Wu, Jialong Wu, Zhiwei Jiang, Viktor K. Prasanna, Arman Cohan, Xingyao Wang:
LocAgent: Graph-Guided LLM Agents for Code Localization. CoRR abs/2503.09089 (2025) - Asaf Yehudai, Lilach Eden, Alan Li, Guy Uziel, Yilun Zhao, Roy Bar-Haim, Arman Cohan, Michal Shmueli-Scheuer:
Survey on Evaluation of LLM-based Agents. CoRR abs/2503.16416 (2025) - Yunhai Hu, Yilun Zhao, Chen Zhao, Arman Cohan:
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search. CoRR abs/2503.20757 (2025) - Zhaojian Yu, Yinghao Wu, Yilun Zhao, Arman Cohan, Xiao-Ping Zhang:
Z1: Efficient Test-time Scaling with Code. CoRR abs/2504.00810 (2025) - Dongsuk Jang, Alan Li, Arman Cohan:
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization. CoRR abs/2504.03932 (2025) - Aniketh Garikaparthi, Manasi Patwardhan, Lovekesh Vig, Arman Cohan:
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery. CoRR abs/2504.16728 (2025) - Tianyu Liu, Simeng Han, Xiao Luo, Hanchen Wang, Pan Lu, Biqing Zhu, Yuge Wang, Keyi Li, Jiapeng Chen, Rihao Qu, Yufeng Liu, Xinyue Cui, Aviv Yaish, Yuhang Chen, Minsheng Hao, Chuhan Li, Kexing Li, Arman Cohan, Hua Xu, Mark Gerstein, James Zou, Hongyu Zhao:
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning. CoRR abs/2505.04638 (2025) - Siyue Zhang, Yilun Zhao, Liyuan Geng, Arman Cohan, Anh Tuan Luu, Chen Zhao:
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective. CoRR abs/2505.15045 (2025) - Chiyu Ma, Enpei Zhang, Yilun Zhao, Wenjun Liu, Yaning Jia, Peijun Qing, Lin Shi, Arman Cohan, Yujun Yan, Soroush Vosoughi:
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? CoRR abs/2505.19477 (2025) - Zheyuan Yang, Lyuhao Chen, Arman Cohan, Yilun Zhao:
Table-R1: Inference-Time Scaling for Table Reasoning. CoRR abs/2505.23621 (2025) - Gabrielle Kaili-May Liu, Gal Yona, Avi Caciularu, Idan Szpektor, Tim G. J. Rudner, Arman Cohan:
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs. CoRR abs/2505.24858 (2025) - Aniketh Garikaparthi, Manasi Patwardhan, Aditya Sanjiv Kanade, Aman Hassan, Lovekesh Vig, Arman Cohan:
MIR: Methodology Inspiration Retrieval for Scientific Research Problems. CoRR abs/2506.00249 (2025)
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