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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 Hits 1 – 20 of 74 1 Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System Campillos-Llanos, Leonardo; Thomas, Catherine; Bilinski, Éric... In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), &#x27E8;10.1007/s10916-021-01737-4&#x27E9; (2021) BASE Show details 2 On the cross-lingual transferability of multilingual prototypical models across NLU tasks ; Sur la transférabilité interlingue des modèles prototypiques multilingues à travers les tâches NLU Cattan, Oralie; Servan, Christophe; Rosset, Sophie In: ACL workshop on Meta Learning and Its Applications to Natural Language Processing (MetaNLP) ; https://hal.archives-ouvertes.fr/hal-03298026 ; ACL workshop on Meta Learning and Its Applications to Natural Language Processing (MetaNLP), 2021, Bangkok, Thailand ; https://meta-nlp-2021.github.io (2021) BASE Show details 3 On the cross-lingual transferability of multilingual prototypical models across NLU tasks ; Sur la transférabilité interlinguistique des modèles prototypiques multilingues à travers les tâches NLU Cattan, Oralie; Servan, Christophe; Rosset, Sophie In: ACL-IJCNLP 2021 ; https://hal.archives-ouvertes.fr/hal-03298408 ; ACL-IJCNLP 2021, Aug 2021, Bangkok, Thailand (2021) BASE Show details 4 LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis Banerjee, Somnath; Ghannay, Sahar; Rosset, Sophie... In: https://hal.archives-ouvertes.fr/hal-03294371 ; 2021 (2021) BASE Show details 5 DiaBLa: a corpus of bilingual spontaneous written dialogues for machine translation [<Journal>] Bawden, Rachel [Verfasser]; Bilinski, Eric [Verfasser]; Lavergne, Thomas [Verfasser]. DNB Subject Category Language Show details 6 Where are we in Named Entity Recognition from Speech? Caubrière, Antoine; Rosset, Sophie; Estève, Yannick... In: 12th International Conference on Language Resources and Evaluation (LREC) ; https://hal.archives-ouvertes.fr/hal-02475026 ; 12th International Conference on Language Resources and Evaluation (LREC), May 2020, Marseille, France ; https://aclanthology.org/2020.lrec-1.556/ (2020) BASE Show details 7 What is best for Spoken Language Understanding: Small but Task-dependant Embeddings or Huge but Out-of-domain Embeddings? Ghannay, Sahar; Neuraz, Antoine; Rosset, Sophie In: IEEE International Conference on Acoustics, Speech, and Signal Processing ; https://hal.archives-ouvertes.fr/hal-02503694 ; IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelone, Spain (2020) BASE Show details 8 The Impact of Specialized Corpora for Word Embeddings in Natural Langage Understanding. Neuraz, Antoine; Rance, Bastien; Garcelon, Nicolas... In: ISSN: 0926-9630 ; EISSN: 1879-8365 ; Studies in Health Technology and Informatics ; https://hal.inria.fr/hal-03476839 ; Studies in Health Technology and Informatics, IOS Press, 2020, 270, pp.432-436. &#x27E8;10.3233/SHTI200197&#x27E9; (2020) BASE Show details 9 Evaluation of Embeddings in Medication Domain for Spanish Language Using Joint Natural Language Understanding Roca, Surya; Rosset, Sophie; García, José; Alesanco, Álvaro In: IFMBE Proceedings ; https://hal.archives-ouvertes.fr/hal-03294349 ; IFMBE Proceedings, 2020, 8th European Medical and Biological Engineering Conference, 80, pp.510 - 517. &#x27E8;10.1007/978-3-030-64610-3_58&#x27E9; (2020) Abstract: International audience ; Word embeddings have been widely used in Natural Language Processing as the input to neural networks. Such word embeddings can help in the understanding of the final objective and the keywords in a sentence. As such, in this work, we study the impact of different word embeddings trained with general and specific corpora using Joint Natural Language Understanding in a Spanish medication domain. We generate data using templates for training the model. The model is used for intent detection and slot-filling. We compare word2vec and fastText as word embeddings and ELMo and BERT as language models. We use three different corpora to train the embeddings: the training data generated for this scenario, the Spanish Wikipedia as general domain and the Spanish drug database as specialized data. The best result was obtained with word2vec continuous bag of words model learned with Spanish Wikipedia, obtaining a 71.77% F1-score for intent detection, an intent accuracy of 69.37% and a 74.36% F1-score for slot-filling. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; Intent detection; Medication management; Natural language understanding; Slot filling; Word embeddings URL: https://doi.org/10.1007/978-3-030-64610-3_58 https://hal.archives-ouvertes.fr/hal-03294349/file/Surya_EMBEC.pdf https://hal.archives-ouvertes.fr/hal-03294349/document https://hal.archives-ouvertes.fr/hal-03294349 BASE Hide details 10 DiaBLa: A Corpus of Bilingual Spontaneous Written Dialogues for Machine Translation Bawden, Rachel; Bilinski, Eric; LAVERGNE, Thomas... In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.inria.fr/hal-03021633 ; Language Resources and Evaluation, Springer Verlag, 2020, &#x27E8;10.1007/s10579-020-09514-4&#x27E9; (2020) BASE Show details 11 Designing a virtual patient dialogue system based on terminology-rich resources: Challenges and evaluation Campillos Llanos, Leonardo; Rosset, Sophie; Bilinski, Éric. - : Cambridge University Press, 2020 BASE Show details 12 A Metric Learning Approach to Misogyny Categorization Coria, Juan Manuel; Ghannay, Sahar; Rosset, Sophie... In: Proceedings of the 5th Workshop on Representation Learning for NLP ; Workshop on Representation Learning for NLP ; https://hal.archives-ouvertes.fr/hal-02989293 ; Workshop on Representation Learning for NLP, Jul 2020, Online, France. pp.89-94, &#x27E8;10.18653/v1/2020.repl4nlp-1.12&#x27E9; (2020) BASE Show details 13 Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task Ghannay, Sahar; Servan, Christophe; Rosset, Sophie In: In Proceedings of The 28th International Conference on Computational Linguistics (COLING’2020), 2020 ; https://hal.archives-ouvertes.fr/hal-03007482 ; In Proceedings of The 28th International Conference on Computational Linguistics (COLING’2020), 2020, Dec 2020, Barcelona (online), Spain (2020) BASE Show details 14 LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis ... Banerjee, Somnath; Ghannay, Sahar; Rosset, Sophie. - : arXiv, 2020 BASE Show details 15 Exploiting languages proximity for part-of-speech tagging of three French regional languages [<Journal>] Magistry, Pierre [Verfasser]; Ligozat, Anne-Laure [Verfasser]; Rosset, Sophie [Verfasser] DNB Subject Category Language Show details 16 Exploiting languages proximity for part-of-speech tagging of three French regional languages Magistry, Pierre; Ligozat, Anne-Laure; Rosset, Sophie In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-02358020 ; Language Resources and Evaluation, Springer Verlag, 2019, pp.1-26 (2019) BASE Show details 17 Demonette2 \textendash A large scale derivational database for French: first results ; Demonette2 - Une base de données dérivationnelle du français à grande échelle : premiers résultats Namer, Fiammetta; Barque, Lucie; Bonami, Olivier... In: Conférence sur le Traitement Automatique des Langues Naturelles (TALN) - PFIA ; https://hal.archives-ouvertes.fr/hal-02567772 ; Conférence sur le Traitement Automatique des Langues Naturelles (TALN) - PFIA, Jul 2019, Toulouse, France. pp.233-244 (2019) BASE Show details 18 Apprentissage de plongements de mots dynamiques avec régularisation de la dérive Montariol, Syrielle; Allauzen, Alexandre In: Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs ; 26e Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02566346 ; 26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.13-26 (2019) BASE Show details 19 PolylexFLE : une base de données d'expressions polylexicales pour le FLE Todirascu, Amalia; Cargill, Marion; Francois, Thomas In: Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs ; 26e Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02566348 ; 26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.143-156 (2019) BASE Show details 20 Exploration de l'apprentissage par transfert pour l'analyse de textes des réseaux sociaux Meftah, Sara; Semmar, Nasredine; Tamaazousti, Youssef... In: 26e Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02567773 ; 26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.293-302 (2019) BASE Show details Page: 1 2 3 4

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