Publications

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(*: equal contribution)

Preprints

2024

• TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
  Chengzu Li*, Caiqi Zhang*, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulić
  EMNLP 2024, main (oral). [🔥project website] [pdf] [code] [data]

• On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning
  Chengzu Li, Han Zhou, Goran Glavaš, Anna Korhonen, Ivan Vulić.
  ICLR 2024 Workshop on Reliable and Responsible Foundation Models. [pdf] [code]

• Semantic Map-based Generation of Navigation Instructions
  Chengzu Li, Chao Zhang, Simone Teufel, Rama Sanand Doddipatla, Svetlana Stoyanchev.
  COLING-LREC 2024. [pdf] [code]

2023

• Generating Data for Symbolic Language with Large Language Models
  Jiacheng Ye, Chengzu Li, Lingpeng Kong, Tao Yu.
  EMNLP 2023. [pdf] [code]

• Binding Language Models in Symbolic Languages
  Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu.
  ICLR 2023 (spotlight). [pdf] [code]

2022

• UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
  Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu.
  EMNLP 2022, main (oral). [pdf] [code]