Publications

* means equal contribution.

2021

• GENE: Global Event Network Embedding.
  Qi Zeng, Manling Li, Tuan Lai, Heng Ji, Mohit Bansal, Hanghang Tong.
  In TextGraphs 2021 Workshop at NAACL 2021. [PDF]. [Code].

2020

• GAIA at SM-KBP 2020 - A Dockerlized Multi-media Multi-lingual Knowledge Extraction, Clustering, Temporal Tracking and Hypothesis Generation System.
  Manling Li, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Haoyang Wen, Lifu Huang, Zhenhailong Wang, Pengfei Yu, Di Lu, Qingyun Wang, Haoran Zhang, Qi Zeng, Chi Han, Zixuan Zhang, Yujia Qin, Xiaodan Hu, Nikolaus Parulian, Daniel Campos, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro Szekely, T.K. Satish Kumar, Arka Sadhu, Haidong Zhu, Ram Nevatia, Miguel Rodriguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang.
  In TAC 2020 (Text Analysis Conference). [PDF].

• ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.
  Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani.
  In INLG 2020. [PDF].[Code].

• Connecting the Dots: Event Graph Schema Induction with Path Language Modeling.
  Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare Voss.
  In EMNLP 2020.[PDF]. [Code]. (Acceptance Rate 22.4%).

• Cross-media Structured Common Space for Multimedia Event Extraction.
  Manling Li*, Alireza Zareian*, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang.
  In ACL 2020.[PDF].[Code and Dataset]. (Acceptance Rate 22.7%).

2019

• Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification.
  Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun.
  In EMNLP 2019. [PDF]. [Code]. (Acceptance Rate 23.8%).

• Asking Clarification Questions in Knowledge-Based Question Answering.
  Jingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou, Xu Sun.
  In EMNLP 2019. [PDF]. [Code and Dataset]. (Acceptance Rate 23.8%).

• Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations.
  Jingjing Xu*, Guangxiang Zhao*, Qi Zeng, Xuancheng Ren, Xu Sun.
  In NAACL 2019. [PDF]. [Code]. (Acceptance Rate 22.6%).

• Text Assisted Insight Ranking Using Context-Aware Memory Network.
  Qi Zeng*, Liangchen Luo*, Wenhao Huang, Yang Tang.
  In AAAI 2019. [PDF].[Poster]. (Acceptance Rate 16.2%).

• Learning Personalized End-to-End Goal-Oriented Dialog.
  Liangchen Luo, Wenhao Huang, Qi Zeng, Xu Sun, Zaiqing Nie.
  In AAAI 2019. [PDF].[Poster]. (Acceptance Rate 16.2%).

2018

• An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation.
  Jingjing Xu*, Liangchen Luo*, Junyang Lin, Qi Zeng, Xu Sun.
  In EMNLP 2018. (Short Paper).[PDF].[CODE].[Poster].(Acceptance Rate 24.6%).

• A Skeleton-Based Model for Promoting Coherence in Narrative Story Generation.
  Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun.
  In EMNLP 2018.[PDF].[CODE].(Acceptance Rate 24.6%).

• Unpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning.
  Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li.
  In ACL 2018. [PDF].[CODE].[SLIDES]. (Acceptance Rate 24.9%).