Research Papers

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Unlocking Zero-Shot Relation Extraction: How LLMs Learn on the Fly

Siyi Liu|Yang Li|Jiang Li|Shan Yang|Yunshi Lan

Can AI Understand Your Tone of Voice? Frozen LLMs and Speech Emotion

Wonjune Kang|Junteng Jia|Chunyang Wu|Wei Zhou|Egor Lakomkin|Yashesh Gaur|Leda Sari|Suyoun Kim|Ke Li|Jay Mahadeokar|Ozlem Kalinli

Unlocking Streaming Speech with AI: How SpeechLLM-XL Conquers Lengthy Audio

Junteng Jia|Gil Keren|Wei Zhou|Egor Lakomkin|Xiaohui Zhang|Chunyang Wu|Frank Seide|Jay Mahadeokar|Ozlem Kalinli

Can AI Navigate Global Disputes? A New Dataset for Cross-Lingual RAG

Bryan Li|Samar Haider|Fiona Luo|Adwait Agashe|Chris Callison-Burch

Steering AI for Safety: Taming Harmful Language in LLMs

Amrita Bhattacharjee|Shaona Ghosh|Traian Rebedea|Christopher Parisien

Unlocking Domain Expertise in LLMs: The Art of Targeted Vocabulary Expansion

Chengyuan Liu|Shihang Wang|Lizhi Qing|Kun Kuang|Yangyang Kang|Changlong Sun|Fei Wu

Debugging AI-Generated Code: A Hierarchical Approach

Yuling Shi|Songsong Wang|Chengcheng Wan|Xiaodong Gu

Unlocking GPU Power: Serving LLMs Faster and Cheaper

Yifan Qiao|Shu Anzai|Shan Yu|Haoran Ma|Yang Wang|Miryung Kim|Harry Xu

Debugging AI Code: A Multi-Agent Approach

Haolin Jin|Zechao Sun|Huaming Chen

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