Xiyan Fu

According to our database, Xiyan Fu authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Reinforcement Learning for Compositional Generalization with Outcome-Level Optimization.

Xiyan Fu, Wei Liu

CoRR, May, 2026

2025

Understanding and Improving the Compositional Generalization Abilities of LLMs in Reasoning.

Xiyan Fu

PhD thesis, 2025

How Reliable is Multilingual LLM-as-a-Judge?

Xiyan Fu, Wei Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Exploring Continual Learning of Compositional Generalization in NLI.

Xiyan Fu, Anette Frank

Trans. Assoc. Comput. Linguistics, 2024

Compositional Structured Explanation Generation with Dynamic Modularized Reasoning.

Xiyan Fu, Anette Frank

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

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

Xiyan Fu, Anette Frank

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation.

Xiyan Fu, Anette Frank

CoRR, 2023

Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks.

Wei Liu, Xiyan Fu, Michael Strube

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

SETI: Systematicity Evaluation of Textual Inference.

Xiyan Fu, Anette Frank

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2021

MM-AVS: A Full-Scale Dataset for Multi-modal Summarization.

Xiyan Fu, Jun Wang, Zhenglu Yang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter.

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, 2021

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy.

Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Multi-modal Summarization for Video-containing Documents.

Xiyan Fu, Jun Wang, Zhenglu Yang

CoRR, 2020

Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism.

Xiyan Fu, Jun Wang, Jinghan Zhang, Jinmao Wei, Zhenglu Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020