Publications

2024

Verbosity ≠ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models [PDF]
Yusen Zhang, Sarkar Snigdha Sarathi Das, Rui Zhang
preprint.

AAAR-1.0: Assessing AI’s Potential to Assist Research [PDF]
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
preprint.

Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models [PDF]
Xi Li, Yusen Zhang, Renze Lou, Chen Wu, Jiaqi Wang
preprint.

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks [PDF] [Webpage]
Yusen Zhang, Ruoxi Sun, Yanfei Chen, Tomas Pfister, Rui Zhang*, Sercan Ö. Arık*
NeurIPS 2024.

When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs [PDF]
Ryo Kamoi, Yusen Zhang, Nan Zhang, Jiawei Han, Rui Zhang
TACL 2024.

Evaluating LLMs at Detecting Errors in LLM Responses [PDF] [Code]
Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang
COLM 2024.

Fair Abstractive Summarization of Diverse Perspectives [PDF] [Code]
Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang
NAACL 2024.

2023

FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization [PDF] [Code]
Nan Zhang, Yusen Zhang, Wu Guo, Prasenjit Mitra, Rui Zhang
EMNLP 2023.

XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations [PDF] [Code]
Yusen Zhang, Jun Wang, Zhiguo Wang, Rui Zhang
ACL 2023.

MACSum: Controllable Summarization with Mixed Attributes [PDF] [Code]
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
TACL 2023.

2022

Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents [PDF] [Code]
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang
ACL 2022.

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization [PDF] [Code]
Ziming Mao*, Chen Henry Wu*, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
ACL 2022.

2021

SummerTime: Text Summarization Toolkit for Non-experts [PDF] [Code]
Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev
EMNLP 2021 Demo.

An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next [PDF] [Code]
Yusen Zhang*, Ansong Ni*, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev
Findings of EMNLP 2021.

Logic-Consistency Text Generation from Semantic Parses. [PDF] [Code]
Chang Shu*, Yusen Zhang*, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang
Findings of ACL 2021.

Before 2021

Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL. [PDF] [Code]
Yusen Zhang*, Xiangyu Dong*, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang
Intex-Sempar workshop @EMNLP 2020.

GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition. [PDF] [Code]
Hui Chen, Zijia Lin, Guiguang Ding, Jianguang Lou, Yusen Zhang, Borje Karlsson
AAAI 2019.

* indicates equal contribution