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Cross-lingual and cross-domain evaluation of Machine Reading Comprehension with Squad and CALOR-Quest corpora
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In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; LREC 2020 ; https://hal.archives-ouvertes.fr/hal-02973245 ; LREC 2020, May 2020, MARSEILLE, France. pp.5491-5497 ; https://lrec2020.lrec-conf.org/en/ (2020)
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Analyse sémantique robuste par apprentissage antagoniste pour la généralisation de domaine
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In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 4 : Démonstrations et résumés d'articles internationaux ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 4 : Démonstrations et résumés d'articles internationaux ; https://hal.archives-ouvertes.fr/hal-02768521 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 4 : Démonstrations et résumés d'articles internationaux, 2020, Nancy, France. pp.71-72 (2020)
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Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning
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In: Interspeech 2019 ; https://hal.archives-ouvertes.fr/hal-02298417 ; Interspeech 2019, Sep 2019, Graz, Austria. pp.799-803, ⟨10.21437/Interspeech.2019-2732⟩ (2019)
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Robust Semantic Parsing with Adversarial Learning for Domain Generalization
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In: Proceedings of the 2019 Conference of the North ; https://hal.archives-ouvertes.fr/hal-02298402 ; Proceedings of the 2019 Conference of the North, Jun 2019, Minneapolis - Minnesota, France. pp.166-173, ⟨10.18653/v1/N19-2021⟩ (2019)
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The Impact of Word Representations on Sequential Neural MWE Identification
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In: Proceedings of the Joint Workshop on Multiword Expressions and WordNet (MWE-WN 2019) ; Joint Workshop on Multiword Expressions and WordNet (MWE-WN 2019) ; https://hal.archives-ouvertes.fr/hal-02318287 ; Joint Workshop on Multiword Expressions and WordNet (MWE-WN 2019), Aug 2019, Florence, Italy. pp.169 - 175, ⟨10.18653/v1/W19-5121⟩ (2019)
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Robust Semantic Parsing with Adversarial Learning for Domain Generalization ...
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Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning ...
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Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text
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In: LREC proceedings ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01943391 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018, Miyazaki, Japan (2018)
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Prédiction de l'échec d'une conversation médiée dans un contexte de dialogues à rôles asymétriques
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In: Vingt-cinquième conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01798604 ; Vingt-cinquième conférence sur le Traitement Automatique des Langues Naturelles (TALN), ATALA, May 2018, Rennes, France (2018)
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Automatic transcription error recovery for Person Name Recognition
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In: Interspeech 2012 ; https://hal.archives-ouvertes.fr/hal-02356295 ; Interspeech 2012, Sep 2012, Portland, United States (2012)
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Detecting Person Presence in TV Shows with Linguistic and Structural Features
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In: IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Kyoto (Japan) ; https://hal-amu.archives-ouvertes.fr/hal-01194256 ; IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Kyoto (Japan), 2012, Unknown, Unknown Region (2012)
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Automatic customer feedback processing: alarm detection in open question spoken messages
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In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01314565 ; Interspeech, Sep 2008, brisbane, Australia (2008)
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Abstract:
International audience ; This paper describes an alarm detection system dedicated to process automatically customer feedbacks in call-centers. Previous studies presented a strategy that consists in the robust detection of subjective opinions about a particular topic in a spoken message. In the present study, we focus on the alarm detection problem in a customer spoken feedback application. We want to characterize each customer's survey with a degree of emergency. All the messages considered as urgent need a quick answer from the call-center service in order to satisfy the customer. The strategy proposed is based on a classification scheme that takes into account all the features that can characterize a survey: answers to the closed questions, topics and opinions detected in the open question spoken message, confidence scores from the Automatic Speech Recognition (ASR) and Spoken Language Understanding (SLU) modules. A field trial realized among real customers has shown that despite the ASR robustness issues, our system efficiently ranks the most urgent messages and brings a finer analysis on the surveys than the one provided by processing the closed questions alone.
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Keyword:
[INFO]Computer Science [cs]; Confidence Measures; Index Terms: Automatic Speech Recognition; Speech Mining; Speech Under-standing
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URL: https://hal.archives-ouvertes.fr/hal-01314565
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SPOKEN LANGUAGE UNDERSTANDING STRATEGIES ON THE FRANCE TELECOM 3000 VOICE AGENCY CORPUS Ge'raldine Damnati1, Fre'deric Bechet2
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In: IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 ; https://hal.archives-ouvertes.fr/hal-01317193 ; IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 , Apr 2007, Honolulu, United States (2007)
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Experiments on the France Telecom 3000 Voice Agency corpus: academic research on an industrial spoken dialog system
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In: NAACL-HLT-Dialog '07 ; https://hal.archives-ouvertes.fr/hal-01317176 ; NAACL-HLT-Dialog '07, Apr 2007, Rochester, United States (2007)
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Conditional use of Word Lattices, Confusion Networks and 1-best string hypotheses in a Sequential Interpretation Strategy
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In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01312935 ; Interspeech, Aug 2007, Anvers, Belgium (2007)
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