Xiyan Fu

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	Institut für Computerlinguistik Im Neuenheimer Feld 325 D-69120 Heidelberg Germany

Publications

About Me:

Since July 2021, I am a Doctoral Student under the supervision of Prof. Dr. Anette Frank at the Department of Computational Linguistics at Heidelberg University.

My research interest lies in the area of natural language processing (NLP). My current focuses are :

Event-based Reasoning
Compositional Generalization
Natural Language Generation

Prior to this, I have completed my Master‘s and Bachelor's degree in Computer Science from Nankai University, China. I worked on summarization, supervised by Prof. Zhenglu Yang.

PUBLICATIONS

2024

Exploring Continual Learning of Compositional Generalization in NLI

Fu, X., Frank, A. (2024)

Transactions of the Association for Computational Linguistics.

Compositional Structured Explanation Generation with Dynamic Modularized Reasoning

Fu, X., Frank, A. (2024)

Proceedings of the 13th Joint Conference on Lexical and CompuProceedings of the 13th Joint Conference on Lexical and Computational Semantics (*SEM 2024), Mexico City, Mexico.

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

Fu, X., Frank, A. (2024)

Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida.

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

Fu, X., Frank, A. (2024)

Proceedings of Findings at EMNLP 2024, Miami, Florida, USA.

2023

SETI: Systematicity Evaluation of Textual Inference

Fu, X., Frank, A. (2023)

Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada.

2021

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

Fu, X., Wang, J., Yang, Z. (2021)

Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL).

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy

Fu, X., Zhang, Y., Wang, T., Liu, X., Sun, C., Yang, Z. (2021)

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL).

2020

Document summarization with VHTM: Variational hierarchical topic-aware mechanism

Fu, X., Wang, J., Zhang, J., Wei, J., Yang, Z. (2020)

Proceedings of the AAAI Conference on Artificial Intelligence.

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Xiyan Fu

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PUBLICATIONS

Exploring Continual Learning of Compositional Generalization in NLI

Fu, X., Frank, A. (2024)

Transactions of the Association for Computational Linguistics.

Compositional Structured Explanation Generation with Dynamic Modularized Reasoning

Fu, X., Frank, A. (2024)

Proceedings of the 13th Joint Conference on Lexical and CompuProceedings of the 13th Joint Conference on Lexical and Computational Semantics (*SEM 2024), Mexico City, Mexico.

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

Fu, X., Frank, A. (2024)

Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida.

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

Fu, X., Frank, A. (2024)

Proceedings of Findings at EMNLP 2024, Miami, Florida, USA.

SETI: Systematicity Evaluation of Textual Inference

Fu, X., Frank, A. (2023)

Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada.

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

Fu, X., Wang, J., Yang, Z. (2021)

Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL).

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy

Fu, X., Zhang, Y., Wang, T., Liu, X., Sun, C., Yang, Z. (2021)

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL).

Document summarization with VHTM: Variational hierarchical topic-aware mechanism

Fu, X., Wang, J., Zhang, J., Wei, J., Yang, Z. (2020)

Proceedings of the AAAI Conference on Artificial Intelligence.

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