Publications & Preprints

Selected Papers

See full publication list here (* indicates equal contribution)

2024

• X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
  Minqian Liu, Ying Shen, Zhiyang Xu, Yixin Cao, Eunah Cho, Vaibhav Kumar, Reza Ghanadan, Lifu Huang
  In NAACL (Main), 2024. [paper] [code]

• MultiSript: Multimodal Sript Learning for Supporting Open Domain Everyday Tasks
  Jingyuan Qi*, Minqian Liu*, Ying Shen, Zhiyang Xu, Lifu Huang
  In AAAI, 2024. [paper] [code]

2023

• Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction
  Minqian Liu, Lifu Huang
  In ACL (Findings), 2023. [paper] [code]

• The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning
  Jingyuan Qi*, Zhiyang Xu*, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang
  In EMNLP (Main, Oral), 2023. [paper] [code]

2022 and Before

• Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
  Minqian Liu, Shiyu Chang, Lifu Huang
  In COLING, 2022. (Short) [paper] [code]

• Dynamic Extension Nets for Few-shot Semantic Segmentation
  Lizhao Liu*, Junyi Cao*, Minqian Liu*, Yong Guo*, Qi Chen*, Mingkui Tan
  In ACM Multimedia, 2020. [paper] [code]