Research Papers

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Why Today’s AI Still Struggles With Basic Reasoning

R. Thomas McCoy|Shunyu Yao|Dan Friedman|Mathew D. Hardy|Thomas L. Griffiths

Unlocking Genetic Secrets: How AI Uncovers Hidden Traits

Joseph Lee|Shu Yang|Jae Young Baik|Xiaoxi Liu|Zhen Tan|Dawei Li|Zixuan Wen|Bojian Hou|Duy Duong-Tran|Tianlong Chen|Li Shen

Generative Reward Models: Aligning LLMs with Human Values

Dakota Mahan|Duy Van Phung|Rafael Rafailov|Chase Blagden|Nathan Lile|Louis Castricato|Jan-Philipp Fränken|Chelsea Finn|Alon Albalak

Taming Long Contexts: How LOCRET Makes LLMs More Efficient

Yuxiang Huang|Binhang Yuan|Xu Han|Chaojun Xiao|Zhiyuan Liu

Can LLMs Cure DevSecOps Alert Fatigue?

Nikolaos Lykousas|Vasileios Argyropoulos|Fran Casino

Can AI Solve a Whodunnit? Testing AI's Detective Skills

Emily Jin|Zhuoyi Huang|Jan-Philipp Fränken|Weiyu Liu|Hannah Cha|Erik Brockbank|Sarah Wu|Ruohan Zhang|Jiajun Wu|Tobias Gerstenberg

Unlocking Complex Tasks: How AI Masters Subtasks with LLMs

Alireza Kheirandish|Duo Xu|Faramarz Fekri

Boosting Small Datasets with Synthetic Data Using TAEGAN

Jiayu Li|Zilong Zhao|Kevin Yee|Uzair Javaid|Biplab Sikdar

Unlocking AI Reasoning: How Typed Thinking Makes LLMs Smarter

Danqing Wang|Jianxin Ma|Fei Fang|Lei Li

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