Publications

GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information

Published in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2024

Recommended citation: Yingqiang Gao, Jessica Lam, Nianlong Gu, and Richard Hahnloser. 2023. GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 6093–6108, Singapore. Association for Computational Linguistics. https://aclanthology.org/2023.emnlp-main.372

MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering

Published in arXiv preprint arXiv:2310.06436, 2024

Recommended citation: Gu, Nianlong, Yingqiang Gao, and Richard Hahnloser. "MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering." arXiv preprint arXiv:2310.06436 (2023). https://arxiv.org/abs/2310.06436

Do Discourse Indicators Reflect the Main Arguments in Scientific Papers?

Published in Proceedings of the 9th Workshop on Argument Mining, 2024

Recommended citation: Yingqiang Gao, Nianlong Gu, Jessica Lam, and Richard H.R. Hahnloser. 2022. Do Discourse Indicators Reflect the Main Arguments in Scientific Papers?. In Proceedings of the 9th Workshop on Argument Mining, pages 34–50, Online and in Gyeongju, Republic of Korea. International Conference on Computational Linguistics. https://aclanthology.org/2022.argmining-1.3/

Character-Level Translation with Self-attention

Published in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2024

Recommended citation: Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu, and Richard H.R. Hahnloser. 2020. Character-Level Translation with Self-attention. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 1591–1604, Online. Association for Computational Linguistics. https://aclanthology.org/2020.acl-main.145/

An optimized clustering approach using simulated annealing algorithm with HMM coordination for rolling elements bearings’ diagnosis

Published in Journal of Failure Analysis and Prevention, 2024

Recommended citation: Gao Y, Xie N, Hu K, et al. An optimized clustering approach using simulated annealing algorithm with HMM coordination for rolling elements bearings’ diagnosis[J]. Journal of Failure Analysis and Prevention, 2017, 17: 602-619. https://link.springer.com/article/10.1007/s11668-017-0278-3

Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-Based Reranking

Published in 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part I, 2024

Recommended citation: Gu, Nianlong, Yingqiang Gao, and Richard HR Hahnloser. "Local citation recommendation with hierarchical-attention text encoder and SciBERT-based reranking." Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part I. Cham: Springer International Publishing, 2022. https://link.springer.com/chapter/10.1007/978-3-030-99736-6_19

SciPara: A New Dataset for Investigating Paragraph Discourse Structure in Scientific Papers.

Published in Proceedings of the 5th Workshop on Computational Approaches to Discourse (CODI 2024), 2024

Recommended citation: Anna Kiepura, Yingqiang Gao, Jessica Lam, Nianlong Gu, and Richard H.r. Hahnloser. 2024. SciPara: A New Dataset for Investigating Paragraph Discourse Structure in Scientific Papers. In Proceedings of the 5th Workshop on Computational Approaches to Discourse (CODI 2024), pages 12–26, St. Julians, Malta. Association for Computational Linguistics. https://aclanthology.org/2024.codi-1.2/

Evaluating Unsupervised Argument Aligners via Generation of Conclusions of Structured Scientific Abstracts.

Published in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Recommended citation: Yingqiang Gao, Nianlong Gu, Jessica Lam, James Henderson, and Richard Hahnloser. 2024. Evaluating Unsupervised Argument Aligners via Generation of Conclusions of Structured Scientific Abstracts. In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), pages 151–160, St. Julian’s, Malta. Association for Computational Linguistics. https://aclanthology.org/2024.eacl-short.14/