Y. (Yibin) Lei MSc
Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
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Publicaties
2025
- Clarke, C. L. A., Kantor, P., Roegiest, A., Trippas, J. R., Ren, Z., Bucarelli, M. S., Fu, X., Fan, Y., Granitzer, M., Graus, D., Heuss, M., Kamps, J., Lei, Y., Parry, A., Reijnaers, D., de Rijke, M., Singh, S. A. K., Tang, Y., Verberne, S., ... Zhao, J. (2025). Report on the 2nd Search Futures Workshop at ECIR 2025. SIGIR Forum, 59(1). https://doi.org/10.1145/3769733.3769742 [details]
Yates, A., Lassance, C., Rulli, C., Yang, E., MacAvaney, S., Singh, S. A. K., Nguyen, T., & Lei, Y. (2025). Neural Lexical Search with Learned Sparse Retrieval. In SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval : July 13-18, 2025, Padua, Italy (pp. 4122-4125). Association for Computing Machinery. https://doi.org/10.1145/3726302.3731693 [details]
2024
- Lei, Y., Cao, Y., Zhou, T., Shen, T., & Yates, A. (2024). Corpus-Steered Query Expansion with Large Language Models. In Y. Graham, & M. Purver (Eds.), The 18th Conference of the European Chapter of the Association for Computational Linguistics: proceedings of the conference : EACL 2024 : March 17-22, 2024 (Vol. 2, pp. 393-401). Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.eacl-short.34 [details]
- Lei, Y., Wu, D., Zhou, T., Shen, T., Cao, Y., Tao, C., & Yates, A. (2024). Meta-Task Prompting Elicits Embeddings from Large Language Models. In L.-W. Ku, A. Martins, & V. Srikumar (Eds.), The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) : proceedings of the conference: ACL 2024 : August 11-16, 2024 (Vol. 1, pp. 10141-10157). Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.acl-long.546 [details]
- Wu, D., Lei, Y., Yates, A., & Monz, C. (2024). Representational Isomorphism and Alignment of Multilingual Large Language Models. In J. Sälevä, & A. Owodunni (Eds.), The 4th Workshop on Multilingual Representation Learning : proceedings of the workshop: MRL 2024 : November 16, 2024 (pp. 293-297). Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.mrl-1.24 [details]
- Wu, D., Lei, Y., Yates, A., & Monz, C. (2024). Representational Isomorphism and Alignment of Multilingual Large Language Models. In Y. Al-Onaizan, M. Bansal, & Y.-N. Chen (Eds.), The 2024 Conference on Empirical Methods in Natural Language Processing : Findings of EMNLP 2024: EMNLP 2024 : November 12-16, 2024 (pp. 14074-14085). Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.findings-emnlp.823 [details]
2025
- Wu, D., Lei, Y., & Monz, C. (2025). Calibrating Translation Decoding with Quality Estimation on LLMs.
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Yates, A., Lassance, C., Rulli, C., Yang, E., MacAvaney, S., Singh, S. A. K., Nguyen, T., & Lei, Y. (2025). Neural Lexical Search with Learned Sparse Retrieval. In SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval : July 13-18, 2025, Padua, Italy (pp. 4122-4125). Association for Computing Machinery.