Zhang, Gaifan, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Bollegala, Danushka 2024. Evaluating unsupervised dimensionality reduction methods for pretrained sentence embeddings. Presented at: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Turin, Italy, 20-25 May 2024. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Turin, Italy: ELRA and ICCL, pp. 6530-6543. |
Myung, Junho, Lee, Nayeon, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515, Jin, Jiho, Afina Putri, Rifki, Antypas, Dimosthenis, Borkakoty, Hsuvas, Kim, Eunsu, Perez-Almendros, Carla, Ali Ayele, Abinew, Gutiérrez-Basulto, Víctor ORCID: https://orcid.org/0000-0002-6117-5459, Ibáñez-García, Yazmín, Lee, Hwaran, Hassan Muhammad, Shamsuddeen, Park, Kiwoong, Sabuhi Rzayev, Anar, White, Nina, Muhie Yimam, Seid, Taher Pilehvar, Mohammad, Ousidhoum, Nedjma, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Oh, Alice 2024. BLEND: A benchmark for LLMs on everyday knowledge in diverse cultures and languages. Presented at: 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks, Vancouver, BC, Canada, 9-15 December 2024. |
Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 2024. Evaluating short-term temporal fluctuations of social biases in social media data and masked language models. Presented at: The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, Florida, 12-16 November 2024. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 19693–19708. |
Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Bollegala, Danushka 2023. A predictive factor analysis of social biases and task-performance in pretrained masked language models. Presented at: 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 6-10 December 2023. Published in: Bouamor, Houda, Pino, Juan and Bali, Kalika eds. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 11082–11100. 10.18653/v1/2023.emnlp-main.683 |
Tang, Xiaohang, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515, Aida, Taichi, Sen, Procheta and Bollegala, Danushka 2023. Can word sense distribution detect semantic changes of words? Presented at: Conference on Empirical Methods in Natural Language Processing, EMNLP, Singapore, 6-10 December 2023. Published in: Bouamor, Houda, Pino, Juan and Bali, Kalika eds. Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics, 10.18653/v1/2023.findings-emnlp.231 |
Ushio, Asahi, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Camacho-Collados, Jose 2023. Efficient multilingual language model compression through vocabulary trimming. Presented at: The 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 6 - 10 December 2023. Published in: Bouamor, Houda, Pino, Juan and Bali, Kalika eds. Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics, pp. 14725-14739. 10.18653/v1/2023.findings-emnlp.981 |
Wannasuphoprasit, Saeth, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Bollegala, Danushka 2023. Solving cosine similarity underestimation between high frequency words by ℓ2 norm discounting. Presented at: 61st Annual Meeting of the Association of Computational Linguistics, Toronto, Canada, 9 - 14 July 2023. Published in: Rogers, Anna, Boyd-Graber, Jordan and Okazaki, Naoaki eds. Findings of the Association of Computational Linguistics: ACL 2023. Association of Computational Linguistics, pp. 8644-8652. 10.18653/v1/2023.findings-acl.550 |
Tang, Xiaohang, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Bollegala, Danushka 2023. Learning dynamic contextualised word embeddings via template-based temporal adaptation. Presented at: 61st Annual Meeting of the Association of Computational Linguistics, Toronto, Canada, 9 - 14 July 2023. Published in: Rogers, Anna, Boyd-Graber, Jordan and Okazaki, Naoaki eds. Proceedings of the 61st Meeting of the Association of Computational Linguistics (Volume 1: Long Papers). Association of Computational Linguistics, 10.18653/v1/2023.acl-long.520 |
Luo, Haochen, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Bollegala, Danushka 2023. Together we make sense? Learning meta-sense embeddings. Presented at: 61st Annual Meeting of the Association of Computational Linguistics, Toronto, Canada, 9 - 14 July 2023. Published in: Rogers, Anna, Boyd-Graber, Jordan and Okazaki, Naoaki eds. Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics, 10.18653/v1/2023.findings-acl.165 |
Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 and Bollegala, Danushka 2022. On the curious case of l2 norm of sense embeddings. Presented at: The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, United Arab Emirates, 7 - 11 December 2022. Published in: Goldberg, Yoav, Kozareva, Zornitsa and Zhang, Yue eds. Findings of the Association for Computation Linguistics: EMNLP 2022. Association for Computational Linguistics, 10.18653/v1/2022.findings-emnlp.190 |
Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515, Kaneko, Masahiro and Bollegala, Danushka 2022. Sense embeddings are also biased ? Evaluating social biases in static and contextualised sense embeddings. Presented at: ACL 2022: 60th Annual Meeting for Computational Linguistics, Dublin, Ireland, 22 - 27 May 2022. Published in: Muresan, Smaranda, Nakov, Preslav and Villavicencio, Aline eds. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). , vol.1 Association for Computational Linguistics, 1924 - 1935. 10.18653/v1/2022.acl-long.135 |
Cao, Guanqun, Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515, Bollegala, Danushka and Luo, Shan 2020. Spatio-temporal attention model for tactile texture recognition. Presented at: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV, USA, 24 October 2020 - 20 January 2021. 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE Xplore, 9896 - 9902. 10.1109/IROS45743.2020.9341333 |
Bollegala, Danushka and Zhou, Yi ORCID: https://orcid.org/0000-0001-7009-8515 2019. Unsupervised Evaluation of Human Translation Quality. Presented at: 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Vienna, Austria, 17 - 19 September 2019. Published in: Fred, Ana and Filipe, Joaquim eds. Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management IC3K. , vol.1 SciTePress, pp. 55-64. 10.5220/0008064500550064 |