Yixuan Tang
I am a post-doctoral research fellow at the School of Computing, National University of Singapore (NUS), working with Prof. Anthony K. H. Tung at Centre for Trusted Internet and Community (CTIC), and Prof. Wynne Hsu and Prof. Mong Li Lee at Institute of Data Science (IDS). I received my B.Comp. in 2016 and Ph.D. in 2024, from the School of Computing, NUS. My Ph.D. thesis, co-supervised by Prof. Anthony K. H. Tung and Prof. Ng Hwee Tou, focuses on novel approaches and evaluation to enhance the robustness of machine reading comprehension models. My research interests include multi-hop reasoning, misinformation detection and trustworthy AI in healthcare.
Selected Publications
'*' indicates corresponding author.
Contextualized Speech Recognition: Rethinking Second-Pass Rescoring with Generative Large Language Models.
Yixuan Tang, Anthony K. H. Tung.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024), pp.6478-6485, 2024.
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Yixuan Tang, Anthony K. H. Tung.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024), pp.6478-6485, 2024.
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SQuAD-SRC: A Dataset for Multi-Accent Spoken Reading Comprehension.
Yixuan Tang, Anthony K. H. Tung.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), pp.5206–5214, 2023.
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Yixuan Tang, Anthony K. H. Tung.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), pp.5206–5214, 2023.
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Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?
Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), pp. 3244–3249, 2021.
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Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), pp. 3244–3249, 2021.
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QALinkPlus: Text Enrichment with Q&A data.
Yandong Sun, Yixuan Tang*, Anthony K.H. Tung*.
IEEE Data Engineering Bulletin, pp.115–128, Dec 2023.
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Yandong Sun, Yixuan Tang*, Anthony K.H. Tung*.
IEEE Data Engineering Bulletin, pp.115–128, Dec 2023.
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QALink: Enriching Text Documents with Relevant Q&A Site Contents.
Yixuan Tang, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, and Beibei Zhang.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), pp. 1359–1368, 2017.
[Link]
Yixuan Tang, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, and Beibei Zhang.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), pp. 1359–1368, 2017.
[Link]
Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries.
Hui Xing Tan, Chun Hwee Desmond Teo, Pei San Ang, Wei Ping Celine Loke, Mun Yee Tham, Siew Har Tan, Bee Leng Sally Soh, Pei Qin Belinda Foo, Zheng Jye Ling, Wei Luen James Yip, Yixuan Tang, Jisong Yang, Kum Hoe Anthony Tung, Sreemanee Raaj Dorajoo.
Drug Safety, 45(8), pp. 853–862, 2022.
[Link]
Hui Xing Tan, Chun Hwee Desmond Teo, Pei San Ang, Wei Ping Celine Loke, Mun Yee Tham, Siew Har Tan, Bee Leng Sally Soh, Pei Qin Belinda Foo, Zheng Jye Ling, Wei Luen James Yip, Yixuan Tang, Jisong Yang, Kum Hoe Anthony Tung, Sreemanee Raaj Dorajoo.
Drug Safety, 45(8), pp. 853–862, 2022.
[Link]
Detecting Adverse Drug Reactions in Discharge Summaries of Electronic Medical Records using Readpeer.
Yixuan Tang, Jisong Yang, Pei San Ang, Sreemanee Raaj Dorajoo, Belinda Foo, Sally Soh, Siew Har Tan, Mun Yee Tham, Qing Ye, Lynette P. Shek, Cynthia Sung, and Anthony K. H. Tung.
International journal of medical informatics (IJMI 2019), vol. 128, pp. 62–70, 2019.
[Link]
Yixuan Tang, Jisong Yang, Pei San Ang, Sreemanee Raaj Dorajoo, Belinda Foo, Sally Soh, Siew Har Tan, Mun Yee Tham, Qing Ye, Lynette P. Shek, Cynthia Sung, and Anthony K. H. Tung.
International journal of medical informatics (IJMI 2019), vol. 128, pp. 62–70, 2019.
[Link]
Professional Services
- Invited reviewer for ACL Rolling Review 2024 (ACL 2024, EACL 2024, NAACL 2024, EMNLP 2024)
- Invited reviewer for The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
- Conference session chair for IJCAI 2024
- Invited reviewer for The Thirteenth International Conference on Learning Representations (ICLR 2025)
Teaching & Mentoring
- Mentor for NUS SoC NGNE Project 2024
- TA for CS5246 Text Mining, 2019
- TA for CS4248 Natural Language Processing, 2018
- TA for CS1020 Data Structures and Algorithms, 2013
Honors & Awards
- Bachelor of Computing with Honours (Highest Distinction), National University of Singapore, 2016
- Champion, Facebook Sydney Hackathon, 2015
- Dean's List, 2015
- Singapore Government Scholarship, 2011–2016