Mingda Li

Gradients with respect to semantics preserving embeddings tell the uncertainty of large language models

ICML

Mingda, Li and Rundong, Lv and Xinyu, Li and Weinan, Zhang and Ting, Liu

Gradients with respect to semantics preserving embeddings tell the uncertainty of large language models

ICML

Mingda, Li and Rundong, Lv and Xinyu, Li and Weinan, Zhang and Ting, Liu

MRPO: Magnitude-Regularized Policy Optimization via L1 Constraints

ICML

Wei, Han and Yuanxing, Liu and Mingda, Li and Ruiyu, Xiao and Weinan, Zhang and Ting, Liu

MRPO: Magnitude-Regularized Policy Optimization via L1 Constraints

ICML

Wei, Han and Yuanxing, Liu and Mingda, Li and Ruiyu, Xiao and Weinan, Zhang and Ting, Liu

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models

findings of ACL

Mingda, Li and Xinyu, Li and Yifan, Chen and Wenfeng, Xuan and Weinan, Zhang

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models

findings of ACL

Mingda, Li and Xinyu, Li and Yifan, Chen and Wenfeng, Xuan and Weinan, Zhang

Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue

TOIS

Ma, Longxuan and Li, Jiapeng and Li, Mingda and Zhang, Weinan and Liu, Ting

Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue

TOIS

Ma, Longxuan and Li, Jiapeng and Li, Mingda and Zhang, Weinan and Liu, Ting

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models

CCL

Zhuang, Ziyu and Chen, Qiguang and Ma, Longxuan and Li, Mingda and Han, Yi and Qian, Yushan and Bai, Haopeng and Zhang, Weinan and Liu, Ting

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models

CCL

Zhuang, Ziyu and Chen, Qiguang and Ma, Longxuan and Li, Mingda and Han, Yi and Qian, Yushan and Bai, Haopeng and Zhang, Weinan and Liu, Ting

SelF- Eval: Self-supervised Fine- grained Dialogue Evaluation

COLING

Ma, Longxuan and Zhuang, Ziyu and Zhang, Weinan and Li, Mingda and Liu, Ting

SelF- Eval: Self-supervised Fine- grained Dialogue Evaluation

COLING

Ma, Longxuan and Zhuang, Ziyu and Zhang, Weinan and Li, Mingda and Liu, Ting

Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey

TOIS

Ma, Longxuan and Li, Mingda and Zhang, Weinan and Li, Jiapeng and Liu, Ting

Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey

TOIS

Ma, Longxuan and Li, Mingda and Zhang, Weinan and Li, Jiapeng and Liu, Ting