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PersonaGym: Evaluating Persona Agents and LLMs (AI summary)
Vinay Samuel, Henry Peng Zou, Yue Zhou, Shreyas Chaudhari, Ashwin Kalyan, Tanmay Rajpurohit, Ameet Deshpande, Karthik Narasimhan, Vishvak Murahari
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ShieldGemma: Generative AI Content Moderation Based on Gemma (AI summary)
Wenjun Zeng, Yuchi Liu, Ryan Mullins, Ludovic Peran, Joe Fernandez, Hamza Harkous, Karthik Narasimhan, Drew Proud, Piyush Kumar, Bhaktipriya Radharapu, Olivia Sturman, Oscar Wahltinez
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Recursive Introspection: Teaching Language Model Agents How to Self-Improve (AI summary)
Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar
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Adaptive Retrieval-Augmented Generation for Conversational Systems (AI summary)
Xi Wang, Procheta Sen, Ruizhe Li, Emine Yilmaz
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LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference (AI summary)
Qichen Fu, Minsik Cho, Thomas Merth, Sachin Mehta, Mohammad Rastegari, Mahyar Najibi
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Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost (AI summary)
Sania Nayab, Giulio Rossolini, Giorgio Buttazzo, Nicolamaria Manes, Fabrizio Giacomelli
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OpenDevin: An Open Platform for AI Software Developers as Generalist Agents (AI summary)
Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig
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Improving Retrieval Augmented Language Model with Self-Reasoning (AI summary)
Yuan Xia, Jingbo Zhou, Zhenhui Shi, Jun Chen, Haifeng Huang
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Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach (AI summary)
Zhuowan Li, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky
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MindSearch: Mimicking Human Minds Elicits Deep AI Searcher (AI summary)
Zehui Chen, Kuikun Liu, Qiuchen Wang, Jiangning Liu, Wenwei Zhang, Kai Chen, Feng Zhao
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