Publications

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