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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 2025. RelBERT: Embedding relations with language models. Artificial Intelligence 347 , 104359. 10.1016/j.artint.2025.104359
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Edwards, Aleksandra, Pardiñas, Antonio F. ORCID: https://orcid.org/0000-0001-6845-7590, Kirov, George ORCID: https://orcid.org/0000-0002-3427-3950, Rees, Elliott ORCID: https://orcid.org/0000-0002-6168-9222 and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2025. Large language model–supported identification of intellectual disabilities in clinical free-text summaries: mixed methods study. JMIR AI 4 , e72256. 10.2196/72256
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Edwards, Aleksandra and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2025. Language models for text classification: is in-context learning enough? Presented at: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Torino, Italy, 20 - 25 May, 2024. Published in: Calzolari, Nicoletta, Kan, Min-Yen, Hoste, Veronique, Lenci, Alessandro, Sakti, Sakriani and Xue, Nianwen eds. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Proceedings of the 29th International Conference on Computational Linguistics. Torino, Italy: ELRA and ICCL, 10058–10072.
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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 ORCID: https://orcid.org/0000-0001-9360-4011, 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. Published in: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. and Zhang, C. eds. NeurIPS Proceedings: Advances in Neural Information Processing Systems. , vol.37 Curran Associates, Inc., pp. 78104-78146.
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Antypas, Dimosthenis, Sen, Indira, Perez Almendros, Carla ORCID: https://orcid.org/0000-0001-9360-4011, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Barbieri, Francesco 2024. Sensitive content classification in social media: A holistic resource and evaluation. [Online]. arXiv. Available at: https://doi.org/10.48550/arXiv.2411.19832
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Owen, David ORCID: https://orcid.org/0000-0002-4028-0591, Lynham, Amy J. ORCID: https://orcid.org/0000-0002-3189-6888, Smart, Sophie E. ORCID: https://orcid.org/0000-0002-6709-5425, Pardiñas, Antonio F. ORCID: https://orcid.org/0000-0001-6845-7590 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2024. AI for analyzing mental health disorders among social media users: Quarter-century narrative review of progress and challenges. Journal of Medical Internet Research 26 , e59225. 10.2196/59225
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Antypas, Dimosthenis, Arnold, Christian, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Ousidhoum, Nedjma and Perez Almendros, Carla ORCID: https://orcid.org/0000-0001-9360-4011 2024. Words as trigger points in social media discussions. [Online]. arXiv. Available at: https://doi.org/10.48550/arXiv.2405.10213

Koch, Elise, Pardinas, Antonio F. ORCID: https://orcid.org/0000-0001-6845-7590, O’Connell, Kevin S., Selvaggi, Pierluigi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Babic, Aleksandar, Marshall, Serena E., Van der Eycken, Erik, Angulo, Cecilia, Lu, Yi, Sullivan, Patrick F., Dale, Anders M., Molden, Espen, Posthuma, Danielle, White, Nathan, Schubert, Alexander, Djurovic, Srdjan, Heimer, Hakon, Stefánsson, Hreinn, Stefánsson, Kári, Werge, Thomas, Sønderby, Ida, O’Donovan, Michael C. ORCID: https://orcid.org/0000-0001-7073-2379, Walters, James T.R. ORCID: https://orcid.org/0000-0002-6980-4053, Milani, Lili and Andreassen, Ole A. 2024. How real-world data can facilitate the development of precision medicine treatment in psychiatry. Biological Psychiatry 96 (7) , pp. 543-551. 10.1016/j.biopsych.2024.01.001
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Grijalba, Jorge Oses, Lopez, Luis Alfonso Urena, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Camara, Eugenio Martinez 2024. Towards quality benchmarking in question answering over tabular data in Spanish. Procesamiento del Lenguaje Natural 73 , pp. 283-296. 10.26342/2024-73-21
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Rodríguez-Barroso, Nuria, Cámara, Eugenio Martínez, Collados, Jose Camacho ORCID: https://orcid.org/0000-0003-1618-7239, Luzón, M. Victoria and Herrera, Francisco 2024. Federated learning for exploiting annotators? Disagreements in natural language processing. Transactions of the Association for Computational Linguistics 12 , 630–648. 10.1162/tacl_a_00664
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Perez Almendros, Carla ORCID: https://orcid.org/0000-0001-9360-4011 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2024. Do Large Language Models understand mansplaining? Well, actually... Presented at: LREC-COLING 2024 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, Torino, Itay, 20-25 May 2024. Published in: Calzolari, Nicoletta, Kan, Min-Yen, Hoste, Veronique, Lenci, Alessandro, Sakti, Sakrani and Xue, Nianwen eds. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). ELRA and ICCL, pp. 5235-5246.
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Antypas, Dimosthenis, Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2024. A multi-faceted NLP analysis of misinformation spreaders in Twitter. Presented at: 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, Bangkok, Thailand, 15 August 2024. Published in: De Clercq, Orphee, Barriere, Valentin, Barnes, Jeremy, Klinger, Roman, Sedoc, Joao and Tafreshi, Shabnam eds. Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis. Association for Computational Linguistics, pp. 71-83.
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Lee, Nayeon, Jung, Chani, Myung, Junho, Jin, Jiho, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Kim, Juho and Oh, Alice 2024. Exploring cross-cultural differences in English hate speech annotations: From dataset construction to analysis. Presented at: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Mexico City, Mexico, 16-21 June 2024. Published in: Duh, Kevin, Gomez, Helena and Bethard, Steven eds. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). pp. 4205-4224. 10.18653/v1/2024.naacl-long.236
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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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Antypas, Dimosthenis, Ushio, Asahi, Barbieri, Francesco, Neves, Leonardo, Rezaee, Kiamehr, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Pei, Jiaxin and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2023. SuperTweetEval: A challenging, unified and heterogeneous benchmark for social media NLP research. 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. 12590-12697. 10.18653/v1/2023.findings-emnlp.838
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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
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Boisson, Joanne, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2023. Construction artifacts in metaphor identification datasets. 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, 6581–6590. 10.18653/v1/2023.emnlp-main.406
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Raganato, Alessandro, Calixto, Iacer, Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Pilehvar, Mohammad Taher 2023. SemEval-2023 Task 1: Visual word sense disambiguation. Presented at: 17th International Workshop on Semantic Evaluation (SemEval-2023), Toronto, ON, Canada, 13-14 July 2023. Published in: Bouamar, Houda, Pino, Juan and Bali, Kalika eds. Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Association for Computational Linguistics, 2227–2234. 10.18653/v1/2023.semeval-1.308
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Doval, Yerai, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2023. Meemi: a simple method for post-processing and integrating cross-lingual word embeddings. Natural Language Engineering 29 (3) , pp. 746-768. 10.1017/S1351324921000280
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Owen, David ORCID: https://orcid.org/0000-0002-4028-0591, Antypas, Dimosthenis, Hassoulas, Athanasios ORCID: https://orcid.org/0000-0002-1029-1847, Pardinas, Antonio ORCID: https://orcid.org/0000-0001-6845-7590, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2023. Enabling early health care intervention by detecting depression in users of web-based forums using Language models: longitudinal analysis and evaluation. JMIR AI 2 , e41205. 10.2196/41205
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Antypas, Dimosthenis, Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2023. Negativity spreads faster: A large-scale multilingual twitter analysis on the role of sentiment in political communication. Online Social Media and Networks 33 , 100242. 10.1016/j.osnem.2023.100242
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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.

Loureiro, Daniel, Mário Jorge, Alípio and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2022. LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond. Artificial Intelligence 305 , 103661. 10.1016/j.artint.2022.103661
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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, 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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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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Li, Na, Bouraoui, Zied, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Gu, Qing and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2021. Modelling general properties of nouns by selectively averaging contextualised embeddings. Presented at: 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, 21-26 August 2021.
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Edwards, Aleksandra, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, De Ribaupierre, Hélène and Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 2020. Go simple and pre-train on domain-specific corpora: on the role of training data for text classification. Presented at: 28th International Conference on Computational Linguistics, Barcelona, Spain, 8-13 December 2020. Published in: Scott, Donia, Bel, Nuria and Zong, Chengqing eds. Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, 5522–5529. 10.18653/v1/2020.coling-main.481
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Owen, David ORCID: https://orcid.org/0000-0002-4028-0591, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 2020. Towards preemptive detection of depression and anxiety in Twitter. Presented at: Social Media Mining for Health Applications Workshop & Shared Task 2020, Barcelona, Spain, 8-13 December 2020. Published in: Gonzalez-Hernandez, Graciela, Klein, Ari Z., Flores, Ivan, Weissenbacher, Davy, Magge, Arjun, O'Connor, Karen, Sarker, Abeed, Minard, Anne-Lyse, Tutubalina, Elena, Miftahutdinov, Zulfat and Alimova, Ilseyar eds. Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task. Association for Computational Linguistics, pp. 82-89.
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Chiang, Hsiao-Yu, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Pardos, Zachary 2020. Understanding the source of semantic regularities in word embeddings. Presented at: SIGNLL Conference Computational Natural Language Learning (CoNLL 2020), Virtual, 19-20 November 2020. Proceedings of the 24th Conference on Computational Natural Language Learning. Association for Computational Linguistics, pp. 119-131.
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Bouraoui, Zied, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2020. Modelling semantic categories using conceptual neighborhood. Presented at: Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, NY, USA, 7-12 February 2020. Proceedings of the AAAI Conference on Artificial Intelligence. , vol.34(05) PKP Publishing Services, pp. 7448-7455. 10.1609/aaai.v34i05.6241
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Bouraoui, Zied, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2020. Inducing relational knowledge from BERT. Presented at: Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, NY, USA, 7-12 February 2020. Proceedings of the AAAI Conference on Artificial Intelligence. , vol.34 (5) pp. 7456-7463. 10.1609/aaai.v34i05.6242
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Tuxworth, David, Antypas, Dimosthenis, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 and Rogers, David 2020. Deriving disinformation insights from geolocalized Twitter callouts. Presented at: Workshop On Deriving Insights From User-Generated Text @KDD2021, 14 -18 August 2021.
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Ito, Tomoki, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Sakaji, Hiroki and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2020. Learning company embeddings from annual reports for fine-grained industry characterization. Presented at: FinNLP-2020 @ IJCAI-PRICAI 2020: The Second Workshop on Financial Technology and Natural Language Processing, Yokohama, Japan, 11-13 July 2020.
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Hee Lee, Jae, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2020. Capturing word order in averaging based sentence embeddings. Presented at: European Conference on Artificial Intelligence (ECAI2020), Santiago de Compostela, Spain, 29 August - 2 September.
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Doval, Yerai, Martínez-Cámara, Eugenio, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Barbieri, Francesco and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2020. Learning cross-lingual word embeddings from Twitter via distant supervision. Proceedings of the International AAAI Conference on Web and Social Media 14 (1) , pp. 72-82.
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176, Jameel, Shoaib and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2019. A latent variable model for learning distributional relation vectors. Presented at: IJCAI-19: International Joint Conference on Artificial Intelligence, Macau, China, 10-16 August 2019. Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Main track. IJCAI, pp. 4911-4917. 10.24963/ijcai.2019/682
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Sinoara, Roberta, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Rossi, Rafael, Navigli, Roberto and Rezende, Solange 2019. Knowledge-enhanced document embeddings for text classification. Knowledge-Based Systems 163 , pp. 955-971. 10.1016/j.knosys.2018.10.026
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2019. Relational word embeddings. Presented at: 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, 28 July - 2 August 2019. Published in: Korhonen, A., Traum, D. and Marquez, L. eds. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, pp. 3286-3296.
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Pilehvar, Mohammad Taher 2018. From word to sense embeddings: a survey on vector representations of meaning. Journal of Artificial Intelligence Research 63 , pp. 743-788. 10.1613/jair.1.11259
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Barbieri, Francesco and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2018. How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter. Presented at: 7th Conference on Lexical and Computational Semantics (*SEM 2018), New Orleans, Louisiana, 5-6 June 2018. Proceedings of the 7th Joint Conference on Lexical and Computational Semantics (*SEM). Stroudsburg, PA: The Association for Computational Linguistics, pp. 101-106. 10.18653/v1/S18-2011
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Quijano-Sánchez, Lara, Liberatore, Federico ORCID: https://orcid.org/0000-0001-9900-5108, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Camacho-Collados, Miguel 2018. Applying automatic text-based detection of deceptive language to police reports: Extracting behavioral patterns from a multi-step classification model to understand how we lie to the police. Knowledge-Based Systems 149 , pp. 155-168. 10.1016/j.knosys.2018.03.010
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Mancini, Massimiliano, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Iacobacci, Ignacio and Navigli, Roberto 2017. Embedding words and senses together via joint knowledge-enhanced training. Presented at: 21st Conference on Computational Natural Language Learning (CoNLL 2017), Vancouver, Canada, 3rd-4th August 2017. Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017). Stroudsburg, PA: The Association for Computational Linguistics, pp. 100-111. 10.18653/v1/K17-1012

Pilehvar, Mohammad Taher, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Navigli, Roberto and Collier, Nigel 2017. Towards a seamless integration of word senses into downstream NLP applications. Presented at: The 55th Annual Meeting of the Association for Computational Linguistics, Vancouver, Canada, 30th July - 4th August 2017. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Stroudsburg, PA: The Association for Computational Linguistics, pp. 1857-1869. 10.18653/v1/P17-1170

Delli Bovi, Claudio, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Raganato, Alessandro and Navigli, Roberto 2017. EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text. Presented at: The 55th Annual Meeting of the Association for Computational Linguistics, Vancouver, Canada, 30th July - 4th August 2017. Proceedings of the the 55th Annual Meeting of the Association for Computational Linguistics. Stroudsburg, PA: The Association for Computational Linguistics, pp. 594-600. 10.18653/v1/P17-2094

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Pilehvar, Mohammad Taher, Collier, Nigel and Navigli, Roberto 2017. SemEval-2017 Task 2: Multilingual and cross-lingual semantic word similarity. Presented at: 11th International Workshop on Semantic Evaluations (SemEval-2017), Vancouver, Canada, 3rd-4th August 2017. Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). Stroudsburg, PA: The Association for Computational Linguistics, pp. 15-26. 10.18653/v1/S17-2002

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Pilehvar, Mohammad Taher and Navigli, Roberto 2016. NASARI: integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities. Artificial Intelligence 240 , pp. 36-64. 10.1016/j.artint.2016.07.005
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 and Navigli, Roberto 2016. Find the word that does not belong: a framework for an intrinsic evaluation of word vector representations. Presented at: 1st Workshop on Evaluating Vector Space Representations for NLP, Berlin, 12 August 2016. Proceedings of the 1st Workshop on Evaluating Vector Space Representations for NLP. Stroudsburg, PA: The Association for Computational Linguistics, pp. 43-50. 10.18653/v1/W16-2508

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Pilehvar, Mohammad Taher and Navigli, Roberto 2015. A framework for the construction of monolingual and cross-lingual word similarity datasets. Presented at: ACL-IJCNLP 2015: 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Beijing, China, 26-31 July 2015. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Association for Computational Linguistics, pp. 1-7.
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Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Pilehvar, Mohammad Taher and Navigli, Roberto 2015. A unified multilingual semantic representation of concepts. Presented at: ACL-IJCNLP 2015, Beijing, China, 26-31 July 2015. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). pp. 741-751.

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Pilehvar, Mohammad Taher and Navigli, Roberto 2015. NASARI: A novel approach to a semantically-aware representation of items. Presented at: NAACL HLT 2015, Denver, CO, 31 May - 5 June. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. pp. 567-577.

Billami, Mokhtar-Boumeyden, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Jacquey, Evelyne and Kister, Laurence 2014. Annotation sémantique et validation terminologique en texte intégral en SHS. Presented at: TALN 2014, Marseille, 1-4 July 2014. Actes de la 21e conférence sur le Traitement Automatique des Langues Naturelles.

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Billami, Mokhtar Boumedyen, Jacquey, Evelyne and Kister, Laurence 2014. Approche statistique pour le filtrage terminologique des occurrences de candidats termes en texte intégral. Presented at: JADT 2014, Paris, 3-6 June 2014. Proceedings of the 12th International Conference on the Statistical Analysis of Textual Data.

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2013. Splitting complex sentences for natural language processing applications: Building a simplified Spanish corpus. Procedia Social and Behavioral Sciences 95 , pp. 464-472. 10.1016/j.sbspro.2013.10.670

Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2013. Syntactic simplification for machine translation. BULAG: Bulletin de Linguistique Appliquée et Générale 38

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