About

My name is Chenhui Shen (申琛惠). I’m a PhD candidate of HPC-AI under the supervision of Prof. Yang You at National University of Singapore (NUS). I also studied Electrical Engineering (Honors) in NUS as an undergraduate student. I am also an intern at Alibaba Cloud Singapore (DAMO Academy) under the Industrial PhD Program (IPP), who generiously support my research. Please check my CV for further information.

Research

My current research mainly focus on Natural Language Processing, specifically Natural Language Generation and Summarization.

Publications

Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization [pdf] [code & data]

• Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing
• Accepted as Findings of Empirical Methods in Natural Language Processing (EMNLP) 2023

A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-Document Summarization [pdf] [code & data]

• Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing
• Accepted as Findings of Empirical Methods in Natural Language Processing (EMNLP) 2023

SentBS: Sentence-level Beam Search for Controllable Summarization [pdf] [code & data]

• Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si
• Accepted at the Empirical Methods in Natural Language Processing (EMNLP) 2022

MReD: A Meta-Review Dataset for Structure-Controllable Text Generation [pdf] [code & data]

• Chenhui Shen*, Liying Cheng*, Ran Zhou, Lidong Bing, Yang You, Luo Si
• Accepted as Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) 2022

Teaching

[2022] CS5242 Neural Networks and Deep Learning, National University of Singapore

Personal information

Personal Hobbies: singing and cooking (though not necessarily good at either).