Lu Chen

About Lu Chen

Lu Chen, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Dialogue Systems, Natural Language Processing.

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

Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats

Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback

Scieval: A multi-level large language model evaluation benchmark for scientific research

ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames

Large Language Models Are Semi-Parametric Reinforcement Learning Agents

Lu Chen Information

University

Position

Department of Computer Science and Engineering

Citations(all)

1300

Citations(since 2020)

1160

Cited By

410

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

29

i10Index(since 2020)

27

Email

University Profile Page

Google Scholar

Lu Chen Skills & Research Interests

Dialogue Systems

Natural Language Processing

Top articles of Lu Chen

Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats

arXiv preprint arXiv:2404.05012

2024/4/7

Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind

arXiv preprint arXiv:2404.04748

2024/4/6

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback

arXiv preprint arXiv:2403.18349

2024/3/27

Scieval: A multi-level large language model evaluation benchmark for scientific research

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary

arXiv preprint arXiv:2403.02574

2024/3/5

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding

2024/3/4

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames

arXiv preprint arXiv:2402.18258

2024/2/28

Large Language Models Are Semi-Parametric Reinforcement Learning Agents

Advances in Neural Information Processing Systems

2024/2/13

Multi: Multimodal Understanding Leaderboard with Text and Images

arXiv preprint arXiv:2402.03173

2024/2/5

ChemDFM: Dialogue Foundation Model for Chemistry

arXiv preprint arXiv:2401.14818

2024/1/26

How ChatGPT is Robust for Spoken Language Understanding?

Proceedings of Interspeech

2023

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL

arXiv preprint arXiv:2310.18662

2023/10/28

Act-sql: In-context learning for text-to-sql with automatically-generated chain-of-thought

arXiv preprint arXiv:2310.17342

2023/10/26

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/7/26

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset

arXiv preprint arXiv:2305.15891

2023/5/25

Mobile-env: A universal platform for training and evaluation of mobile interaction

arXiv preprint arXiv:2305.08144

2023/5/14

On the Structural Generalization in Text-to-SQL

arXiv preprint arXiv:2301.04790

2023/1/12

OPAL: ontology-aware pretrained language model for end-to-end task-oriented dialogue

Transactions of the Association for Computational Linguistics

2023/1/12

See List of Professors in Lu Chen University(Shanghai Jiao Tong University)

Co-Authors

academic-engine