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91 Results
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Perplexed by Perplexity: Perplexity-Based Pruning with Small Reference Models Zachary Ankner · Cody Blakeney · Kartik Sreenivasan · Max M Marion · Matthew Leavitt · Mansheej Paul |
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[***Online Presentation***] DELE: Data Efficient LLM Evaluation Gayathri Saranathan · Mahammad Parwez Alam · JAMES LIM · Suparna Bhattacharya · Soon Wong · Martin Foltin · Cong Xu |
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MathChat: Converse to Tackle Challenging Math Problems with LLM Agents Yiran Wu · Feiran Jia · Shaokun Zhang · Hangyu Li · Erkang Zhu · Yue Wang · Yin Tat Lee · Richard Peng · Qingyun Wu · Chi Wang |
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Beyond A*: Better LLM planning via Search Dynamics Bootstrapping Lucas Lehnert · Sainbayar Sukhbaatar · Paul McVay · Michael Rabbat · Yuandong Tian |
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang Wang · anima anandkumar · Yuandong Tian |
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AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma · Junlei Zhang · Zhihao Zhu · Cheng Yang · Yujiu Yang · Yaohui Jin · Zhenzhong Lan · Lingpeng Kong · Junxian He |
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VideoCon: Robust Video-Language Alignment via Contrast Captions Hritik Bansal · Yonatan Bitton · Idan Szpektor · Kai-Wei Chang · Aditya Grover |
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Can Large Language Model Agents Simulate Human Trust Behaviors? Chengxing Xie · Canyu Chen · Feiran Jia · Yeol Ye · Kai Shu · Adel Bibi · Ziniu Hu · Philip Torr · Bernard Ghanem · Guohao Li |
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Executable Code Actions Elicit Better LLM Agents Xingyao Wang · Yangyi Chen · Lifan Yuan · Yizhe Zhang · Yunzhu Li · Hao Peng · Heng Ji |
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Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang · Xin Xu · Ningyu Zhang · Ruibo Liu · Bryan Hooi · Shumin Deng |
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Thought-Retriever: Don’t Just Retrieve Raw Data, Retrieve Thoughts Tao Feng · Pengrui Han · Guanyu Lin · Ge Liu · Jiaxuan You |
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SparQ Attention: Bandwidth-Efficient LLM Inference Luka Ribar · Ivan Chelombiev · Luke Hudlass-Galley · Charles Blake · Carlo Luschi · Douglas Orr |