Search Results for author: Chunyuan Deng

Found 3 papers, 1 papers with code

MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise

no code implementations3 Apr 2024 Chunyuan Deng, Xiangru Tang, Yilun Zhao, Hanming Wang, Haoran Wang, Wangchunshu Zhou, Arman Cohan, Mark Gerstein

Recently, large language models (LLMs) have evolved into interactive agents, proficient in planning, tool use, and task execution across a wide variety of tasks.

ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models

1 code implementation17 Mar 2024 Yuzhao Heng, Chunyuan Deng, Yitong Li, Yue Yu, Yinghao Li, Rongzhi Zhang, Chao Zhang

Although Large Language Models (LLMs) exhibit remarkable adaptability across domains, these models often fall short in structured knowledge extraction tasks such as named entity recognition (NER).

Attribute named-entity-recognition +2

Investigating Data Contamination in Modern Benchmarks for Large Language Models

no code implementations16 Nov 2023 Chunyuan Deng, Yilun Zhao, Xiangru Tang, Mark Gerstein, Arman Cohan

Recent observations have underscored a disparity between the inflated benchmark scores and the actual performance of LLMs, raising concerns about potential contamination of evaluation benchmarks.

Common Sense Reasoning Multiple-choice +1

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