Publications
2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation
Xindi Wang, Robert E. Mercer, Frank Rudzicz. NAACL 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification.
Xindi Wang, Robert E. Mercer, Frank Rudzicz. LREC-COLING 2024
Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models
Xindi Wang, Mahsa Salmani, Parsa Omidi, Xiangyu Ren, Mehdi Rezagholizadeh, and Armaghan Eshaghi. IJCAI 2024
Diffusion-UDA: Diffusion-based unsupervised domain adaptation for submersible fault diagnosis
Penghui Zhao, Xindi Wang, Yi Zhang, Yang Li, Hongjun Wang, Yang Yang. Electronics Letters, Volume 60, Issue 3: e13122
2023
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning
Xindi Wang, Yufei Wang, Can Xu, Xiubo Geng, Chongyang Tao, Bowen Zhang, Frank Rudzicz, Robert E. Mercer, Daxin Jiang. Proceedings of the 26th European Conference on Artificial Intelligence - ECAI 2023
2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling
Xindi Wang, Robert E. Mercer, Frank Rudzicz. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. © 2022 Association for Computational Linguistics.
MeSHup: A Corpus for Full Text Biomedical Document Indexing
Xindi Wang, Robert E. Mercer, Frank Rudzicz. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 5473–5483, Marseille, France. European Language Resources Association.
2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
John Chen, Ian Berlot-Attwell, Xindi Wang, Safwan Hossain, Frank Rudzicz. In Proceedings of the 3rd Clinical Natural Language Processing Workshop, pages 301–312, Online. Association for Computational Linguistics.
2019
Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing
Xindi Wang, Robert E. Mercer. In Proceedings of the 18th BioNLP Workshop and Shared Task, pages 165–175, Florence, Italy. Association for Computational Linguistics.
End-to-end named entity recognition and relation extraction using pre-trained language models
John Giorgi, Xindi Wang, Nicola Sahar, Won Young Shin, Gary Bader, Bo Wang. arXiv preprint arXiv:1912.13415