Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2025.
RelBERT: Embedding relations with language models.
Artificial Intelligence
347
, 104359.
10.1016/j.artint.2025.104359
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Ushio, Asahi
2024.
Representing relational knowledge with language models.
PhD Thesis,
Cardiff University.
Item availability restricted. |
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Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2024.
A RelEntLess benchmark for modelling graded relations between named entities.
Presented at: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL),
St Julian's, Malta,
17-22 March 2024.
Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics.
, vol.1
Association for Computational Linguistics,
pp. 2473-2486.
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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
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Ushio, Asahi, Alva Manchego, Fernando and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239
2022.
Generative language models for paragraph-level question generation.
Presented at: Conference on Empirical Methods in Natural Language Processing,
Abu Dhabi, UAE,
7-11 December 2022.
Published in: Goldberg, Y., Kozareva, Z. and Zhang, Y. eds.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.
Association for Computational Linguistics,
pp. 670-688.
10.18653/v1/2022.emnlp-main.42
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Edwards, Aleksandra, Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Ribaupierre, Helene and Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057
2022.
Guiding generative language models for data augmentation in few-shot text classification.
Presented at: DaSH 2022,
Abu Dhabi, United Arab Emirates (Hybrid),
08 December 2022.
Published in: Dragut, Eduard, Li, Yunyao, Popa, Lucian, Vucetic, Slobodan and Srivastava, Shashank eds.
Proceedings of the Fourth Workshop on Data Science with Human-in-the-Loop (Language Advances).
Abu Dhabi, United Arab Emirates:
ACL,
pp. 51-63.
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Antypas, Dimosthenis, Ushio, Asahi, Camacho-Collados, Jose, Silva, Vitor, Neves, Leonardo and Barbieri, Francesco
2022.
Twitter Topic Classification.
Proceedings of the 29th International Conference on Computational Linguistics
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Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2021.
Distilling relation embeddings from pre-trained language models.
Presented at: 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP),
Punta Cana, Dominican Republic,
7-11 November 2021.
Published in: Moens, M., Huang, X., Specia, L. and Yih, S. eds.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Association for Computational Linguistics,
pp. 9044-9062.
10.18653/v1/2021.emnlp-main.712
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Liberatore, Federico ORCID: https://orcid.org/0000-0001-9900-5108 and Ushio, Asahi
2021.
Back to the basics: a quantitative analysis of statistical and graph-based term weighting schemes for keyword extraction.
Presented at: EMNLP 2021 Conference,
online and at Punta Cana, Dominican Republic,
7-11 November 2021.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Association for Computational Linguistics,
pp. 8089-8103.
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Ushio, Asahi, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239
2021.
BERT is to NLP what AlexNet is to CV: can pre-trained language models identify analogies?
Presented at: 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021),
Bangkok, Thailand,
1-6 August 2021.
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