Publications

Updated list available on 🎓 Google Scholar (opens new window)

Preprints

• Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
  Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang
  (Paper) (opens new window)
• Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
  Alfonso Amayuelas, Liangming Pan, Wenhu Chen, William Wang
  (Paper) (opens new window)

2022

• Neural Methods for Logical Reasoning over Knowledge Graphs
  Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang
  International Conference on Learning Representations 2022 (ICLR 2022)
  (Paper) (opens new window) (Slides) (opens new window) (Code) (opens new window)

2021

• The importance of modeling data missingness in algorithmic fairness: A causal perspective
  Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma
  Proceedings of the AAAI Conference on Artificial Intelligence, 35(9), 7564-7573, 2021 (AAAI 2021)
  (Paper) (opens new window) (Poster) (Supplementary Material)