Shen Gao

Shen Gao

Peking University

H-index: 16

Asia-China

About Shen Gao

Shen Gao, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at Peking University, specializes in the field of Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning to Use Tools via Cooperative and Interactive Agents

360 {\deg} REA: Towards A Reusable Experience Accumulation with 360 {\deg} Assessment for Multi-Agent System

Center-retained fine-tuning for conversational question ranking through unsupervised center identification

360° REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System

Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark

Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum

A Multi-Agent Conversational Recommender System

Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations

Shen Gao Information

University

Position

___

Citations(all)

699

Citations(since 2020)

692

Cited By

178

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Shen Gao Skills & Research Interests

Natural Language Processing

Top articles of Shen Gao

Title

Journal

Author(s)

Publication Date

Learning to Use Tools via Cooperative and Interactive Agents

arXiv preprint arXiv:2403.03031

Zhengliang Shi

Shen Gao

Xiuyi Chen

Lingyong Yan

Haibo Shi

...

2024/3/5

360 {\deg} REA: Towards A Reusable Experience Accumulation with 360 {\deg} Assessment for Multi-Agent System

arXiv preprint arXiv:2404.05569

Shen Gao

Hao Li

Zhengliang Shi

Chengrui Huang

Quan Tu

...

2024/4/8

Center-retained fine-tuning for conversational question ranking through unsupervised center identification

Information Processing & Management

Zhongkun Liu

Zhumin Chen

Zhaochun Ren

Shen Gao

Jun Ma

...

2024/3/1

360° REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System

arXiv e-prints

Shen Gao

Hao Li

Zhengliang Shi

Chengrui Huang

Quan Tu

...

2024/4

Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark

arXiv preprint arXiv:2402.14359

Xiuying Chen

Tairan Wang

Qingqing Zhu

Taicheng Guo

Shen Gao

...

2024/2/22

Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum

Proceedings of the AAAI Conference on Artificial Intelligence

Shen Gao

Zhengliang Shi

Minghang Zhu

Bowen Fang

Xin Xin

...

2024/3/24

A Multi-Agent Conversational Recommender System

arXiv preprint arXiv:2402.01135

Jiabao Fang

Shen Gao

Pengjie Ren

Xiuying Chen

Suzan Verberne

...

2024/2/2

Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations

arXiv preprint arXiv:2404.04272

Xiaoqing Zhang

Xiuying Chen

Shen Gao

Shuqi Li

Xin Gao

...

2024/3/22

Generative News Recommendation

arXiv preprint arXiv:2403.03424

Shen Gao

Jiabao Fang

Quan Tu

Zhitao Yao

Zhumin Chen

...

2024/3/6

Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Xiuying Chen

Shen Gao

Mingzhe Li

Qingqing Zhu

Xin Gao

...

2024/1/25

DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level

arXiv preprint arXiv:2404.06311

Shen Gao

Yifan Wang

Jiabao Fang

Lisi Chen

Peng Han

...

2024/4/9

Dialogue Summarization with Static-Dynamic Structure Fusion Graph

Shen Gao

Xin Cheng

Mingzhe Li

Xiuying Chen

Jinpeng Li

...

2023/7

Follow the timeline! generating an abstractive and extractive timeline summary in chronological order

ACM Transactions on Information Systems

Xiuying Chen

Mingzhe Li

Shen Gao

Zhangming Chan

Dongyan Zhao

...

2023/1/9

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning

arXiv preprint arXiv:2312.05762

Yougang Lyu

Jitai Hao

Zihan Wang

Kai Zhao

Shen Gao

...

2023/12/10

Contrastive learning reduces hallucination in conversations

Weiwei Sun

Zhengliang Shi

Shen Gao

Pengjie Ren

Maarten de Rijke

...

2023/2/7

Information retrieval meets large language models: a strategic report from chinese ir community

AI Open

Qingyao Ai

Ting Bai

Zhao Cao

Yi Chang

Jiawei Chen

...

2023/1/1

Towards a Unified Framework for Reference Retrieval and Related Work Generation

Zhengliang Shi

Shen Gao

Zhen Zhang

Xiuying Chen

Zhumin Chen

...

2023/12/1

Umse: Unified multi-scenario summarization evaluation

arXiv preprint arXiv:2305.16895

Shen Gao

Zhitao Yao

Chongyang Tao

Xiuying Chen

Pengjie Ren

...

2023/5/26

Enhancing Parameter Efficiency in Summarization via Expertise Separation

Xiuying Chen

Mingzhe Li

Shen Gao

Xin Cheng

Qingqing Zhu

...

2023/10/13

A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph

IEEE Transactions on Knowledge and Data Engineering

Shen Gao

Haotong Zhang

Xiuying Chen

Chongyang Tao

Dongyan Zhao

...

2023/2/22

See List of Professors in Shen Gao University(Peking University)

Co-Authors

H-index: 52
Dongyan Zhao

Dongyan Zhao

Peking University

H-index: 40
Zhaochun Ren

Zhaochun Ren

Shandong University

H-index: 27
Pengjie Ren

Pengjie Ren

Shandong University

H-index: 15
Xiuying Chen

Xiuying Chen

Peking University

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