Publications

The full publication list can be found on my Google Scholar.

Year 2024

• See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses.
  Chen, Yulong, Yang Liu, Jianhao Yan, Xuefeng Bai, Ming Zhong, Yinghao Yang, Ziyi Yang, Chenguang Zhu, and Yue Zhang.
  COLM 2024.

• Cross-domain Constituency Parsing by Leveraging Heterogeneous Data.
  Guo, Peimin, Yulong Chen, Meishan Zhang, Jianling Li, Min Zhang, and Yue Zhang.
  JAIR 2024.

Year 2023

• UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-shot Summarization.
  Chen, Yulong, Yang Liu, Ziyi Yang, Ruochen Xu, Chenguang Zhu, Michael Zeng, and Yue Zhang.
  ACL 2023.

• Revisiting Cross-lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation.
  Chen, Yulong, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Ming Zhong, Yueguan Wang, Jianhao Yan, Yafu Li, Jing Li, Xianchao Zhu and Yue Zhang.
  ACL 2023.

• Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models.
  Yufan Wu, Yinghui He, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng.
  Findings of EMNLP 2023.

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

Year 2022

• AdaPrompt: Adaptive Training for Prompt-based NLP.
  Chen, Yulong, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, and Yue Zhang.
  Findings of EMNLP 2022.

• Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.
  Naihao Deng, Yulong Chen, Yue Zhang
  COLING 2022.

• Graph Pre-training for AMR Parsing and Generation.
  Bai, Xuefeng, Yulong Chen and Yue Zhang.
  ACL 2022.

Year 2021

• On Compositional Generalization of Neural Machine Translation.
  Li, Yafu, Yongjing Yin, Yulong Chen, and Yue Zhang.
  ACL 2021.

• Semantic Representation for Dialogue Modeling.
  Bai, Xuefeng, Yulong Chen and Yue Zhang.
  ACL 2022.

• DialogSum: A Real-Life Scenario Dialogue Summarization Dataset.
  Chen, Yulong, Yang Liu, and Yue Zhang.
  Findings of ACL 2021.