Xiyan Fu

The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning

2024 · arXiv (Cornell University)

While LLMs have emerged as performant architectures for reasoning tasks, their compositional generalization capabilities have been questioned. In this work, we introduce a Compositional Generalization Challenge for Graph-based Commonsense Reasoning (CGGC) that goes beyond previous …

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter

2021

Wei Liu, Xiyan Fu, Yue Zhang, Wenming Xiao. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.