Research Papers

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Unlocking AI’s Values: How CLAVE Judges Right and Wrong

Jing Yao|Xiaoyuan Yi|Xing Xie

The Ghost in the Machine: Are LLMs Really Agents?

Xabier E. Barandiaran|Lola S. Almendros

Can AI Decode Politics? Putting LLMs to the Test with Political Science Codebooks

Andrew Halterman|Katherine A. Keith

Catching AI Hallucinations: How Knowledge Graphs Keep LLMs Honest

Hannah Sansford|Nicholas Richardson|Hermina Petric Maretic|Juba Nait Saada

Unlocking Knowledge: How AI Masters the Art of Graph Fusion

Rui Yang|Boming Yang|Sixun Ouyang|Tianwei She|Aosong Feng|Yuang Jiang|Freddy Lecue|Jinghui Lu|Irene Li

Unlocking Multilingual AI: How Layer Skipping Boosts Language Reasoning

Wenhao Zhu|Sizhe Liu|Shujian Huang|Shuaijie She|Chris Wendler|Jiajun Chen

Unlocking AI’s Potential: Decoupling Knowledge and Format in Domain Adaptation

Jinhao Jiang|Junyi Li|Wayne Xin Zhao|Yang Song|Tao Zhang|Ji-Rong Wen

Beyond Chat: How AI Can Deeply Reason with Knowledge

Shengjie Ma|Chengjin Xu|Xuhui Jiang|Muzhi Li|Huaren Qu|Cehao Yang|Jiaxin Mao|Jian Guo

Taming AI: How to Build Better Automatic Evaluations for LLMs

Tu Vu|Kalpesh Krishna|Salaheddin Alzubi|Chris Tar|Manaal Faruqui|Yun-Hsuan Sung

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