Research Papers

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Do Large Language Models Learn Like We Do?

Zhenghao Zhou|Robert Frank|R. Thomas McCoy

Can AI Read Minds? Exploring Mental Models of Reinforcement Learning Agents

Wenhao Lu|Xufeng Zhao|Josua Spisak|Jae Hee Lee|Stefan Wermter

The Rise of AI Chemists: How LLMs are Revolutionizing Chemical Research

Mayk Caldas Ramos|Christopher J. Collison|Andrew D. White

Can ChatGPT Out-Explain Your Professor?

Grace Li|Milad Alshomary|Smaranda Muresan

Unlocking LLM Logic: How Step-DPO Improves Math Reasoning

Xin Lai|Zhuotao Tian|Yukang Chen|Senqiao Yang|Xiangru Peng|Jiaya Jia

Unlocking Open-Source LLMs: How Prompts Affect MT and Summarization

Christoph Leiter|Steffen Eger

Can AI Evolve By Itself? Symbolic Learning Agents Say Yes

Wangchunshu Zhou|Yixin Ou|Shengwei Ding|Long Li|Jialong Wu|Tiannan Wang|Jiamin Chen|Shuai Wang|Xiaohua Xu|Ningyu Zhang|Huajun Chen|Yuchen Eleanor Jiang

Optimizing LLM Performance and Cost with Smart Routing

Isaac Ong|Amjad Almahairi|Vincent Wu|Wei-Lin Chiang|Tianhao Wu|Joseph E. Gonzalez|M Waleed Kadous|Ion Stoica

Can AI Write Legal Briefs? Building a Taxonomy for Profession-Specific AI Writing Assistants

Minhwa Lee|Zae Myung Kim|Vivek Khetan|Dongyeop Kang

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