![]() | Up a level |
Chiang, Hsiao-Yu, Camacho-Collados, Jose 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.
![]() |
![]() |
Bouraoui, Zied, Camacho Collados, Jose, Espinosa-Anke, Luis and Schockaert, Steven 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. -. |
|
Hee Lee, Jae, Camacho Collados, Jose, Espinosa-Anke, Luis and Schockaert, Steven 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. |
|
Owen, David, Camacho Collados, Jose and Espinosa-Anke, Luis 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. |
![]() |
Camacho Collados, Jose, Doval, Yerai, Martínez-Cámara, Eugenio, Espinosa-Anke, Luis, Barbieri, Francesco and Schockaert, Steven 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. |
|
Ito, Tomoki, Camacho Collados, Jose, Sakaji, Hiroki and Schockaert, Steven 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. |
![]() |
Bouraoui, Zied, Camacho Collados, Jose and Schockaert, Steven 2019. Inducing relational knowledge from BERT. Presented at: Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, NY, USA, 7-12 February 2020. |
|
Sinoara, Roberta, Camacho Collados, Jose, 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 |
|
Camacho Collados, Jose, Espinosa-Anke, Luis and Schockaert, Steven 2019. Relational word embeddings. Presented at: 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, 28 July - 2 August 2019. |
![]() |
Camacho Collados, Jose, Espinosa-Anke, Luis, Jameel, Shoaib and Schockaert, Steven 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. |
|
Camacho Collados, Jose 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
![]() |
![]() |
Barbieri, Francesco and Camacho-Collados, Jose 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 |
|
Quijano-Sánchez, Lara, Liberatore, Federico, Camacho Collados, Jose 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 |
|
Mancini, Massimiliano, Camacho Collados, Jose, 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 |
![]() |
Camacho Collados, Jose, 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 |
![]() |
Delli Bovi, Claudio, Camacho Collados, Jose, 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 |
![]() |
Pilehvar, Mohammad Taher, Camacho Collados, Jose, 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 |
![]() |
Camacho Collados, Jose, 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
![]() |
|
Camacho Collados, Jose 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, 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. |
|
Camacho Collados, Jose, 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. |
![]() |
Camacho Collados, Jose, 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. |
![]() |
Billami, Mokhtar-Boumeyden, Camacho Collados, Jose, 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, 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 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 2013. Syntactic simplification for machine translation. BULAG: Bulletin de Linguistique Appliquée et Générale 38 |
![]() |