Bottom-up acoustic-phonetic decoding for the selection of word cohorts from a large vocabulary. - Henri Meloni; Frédéric Béchet; Philippe Gilles (EUROSPEECH, 1991)

Automatic Lexicon Enhancement by Means of Corpus Tagging. - Frédéric Béchet; Thierry Spriet; Marc El-Bèze (Real Applications@ACL/EACL, 1997)

Automatic assignment of part-of-speech to out-of-vocabulary words for text-to-speech processing. - Frédéric Béchet; Marc El-Bèze (EUROSPEECH, 1997)

Evaluation of grapheme-to phoneme conversion for text-to-speech synthesis in French. - Philippe Boula de Mareüil; François Yvon; Christophe d'Alessandro; V. Auberg; Michel Bagein; Gérard Bailly; Frédéric Béchet; S. Fonkia; Jean-Philippe Goldman; Eric Keller; Douglas D. O'Shaughnessy; Steve Pagel; et al. (LREC, 1998)

Objective evaluation of grapheme to phoneme conversion for text-to-speech synthesis in French. - François Yvon; Philippe Boula de Mareüil; Christophe d'Alessandro; Véronique Aubergé; Michel Bagein; Gérard Bailly; Frédéric Béchet; S. Foukia; J.-F. Goldman; Eric Keller; Douglas D. O'Shaughnessy; Vincent Pagel; et al. (Comput. Speech Lang., 1998)

Large Span statistical language models: application to homophone disambiguation for large vocabulary speech recognition in French. - Frédéric Béchet; Alexis Nasr; Thierry Spriet; Renato de Mori (EUROSPEECH, 1999)

A language model combining n-grams and stochastic finite state automata. - Alexis Nasr; Yannick Estève; Frédéric Béchet; Thierry Spriet; Renato de Mori (EUROSPEECH, 1999)

Tagging Unknown Proper Names Using Decision Trees. - Frédéric Béchet; Alexis Nasr; Franck Genet (ACL, 2000)

Introduction to the IST-HLT project speech-driven multimodal automatic directory assistance (SMADA). - Frédéric Béchet; Elisabeth den Os; Lou Boves; Jürgen Sienel (INTERSPEECH, 2000)

Dynamic selection of language models in a dialogue system. - Yannick Estève; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2000)

Integrating MAP and linear transformation for language model adaptation. - David Janiszek; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2000)

Data augmentation and language model adaptation. - David Janiszek; Renato De Mori; Frédéric Béchet (ICASSP, 2001)

Stochastic finite state automata language model triggered by dialogue states. - Yannick Estève; Frédéric Béchet; Alexis Nasr; Renato de Mori (INTERSPEECH, 2001)

Modèles de langage hiérarchiques pour les applications de dialogue en parole spontanée. - Frédéric Béchet; Yannick Estève; Renato De Mori (TALN (Posters), 2001)

Dynamic generation of proper name pronunciations for directory assistance. - Frédéric Béchet; Renato de Mori; Gérard Subsol (ICASSP, 2002)

Named entity extraction from spontaneous speech in how may i help you? - Frédéric Béchet; Allen L. Gorin; Jerry H. Wright; Dilek Hakkani-Tür (INTERSPEECH, 2002)

Dynamic scheduling of decoding processes for directory assistance. - Renato De Mori; Frédéric Béchet; Gérard Subsol; Dominique Massonié (ICASSP (1), 2003)

Multi-channel sentence classification for spoken dialogue language modeling. - Frédéric Béchet; Giuseppe Riccardi; Dilek Z. Hakkani-Tür (INTERSPEECH, 2003)

Conceptual decoding for spoken dialog systems. - Yannick Estève; Christian Raymond; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2003)

Tagging with Hidden Markov Models Using Ambiguous Tags. - Alexis Nasr; Frédéric Béchet; Alexandra Volanschi (COLING, 2004)

Mining Spoken Dialogue Corpora for System Evaluation and Modelin. - Frédéric Béchet; Giuseppe Riccardi; Dilek Hakkani-Tür (EMNLP, 2004)

Automatic learning of interpretation strategies for spoken dialogue systems. - Christian Raymond; Frédéric Béchet; Renato De Mori; Géraldine Damnati; Yannick Estève (ICASSP (1), 2004)

The French MEDIA/EVALDA Project: the Evaluation of the Understanding Capability of Spoken Language Dialogue Systems. - Laurence Devillers; Hélène Maynard; Sophie Rosset; Patrick Paroubek; Kevin McTait; Djamel Mostefa; Khalid Choukri; Laurent Charnay; Caroline Bousquet; Nadine Vigouroux; Frédéric Béchet; Laurent Romary; et al. (LREC, 2004)

On the Use of Confidence for Statistical Decision in Dialogue Strategies. - Christian Raymond; Frédéric Béchet; Renato De Mori; Géraldine Damnati (SIGDIAL Workshop, 2004)

Data augmentation and language model adaptation using singular value decomposition. - Frédéric Béchet; Renato de Mori; David Janiszek (Pattern Recognit. Lett., 2004)

Detecting and extracting named entities from spontaneous speech in a mixed-initiative spoken dialogue context: How May I Help You?sm, tm. - Frédéric Béchet; Allen L. Gorin; Jeremy H. Wright; Dilek Hakkani-Tür (Speech Commun., 2004)

Semantic Interpretation With Error Correction. - Christian Raymond; Frédéric Béchet; Nathalie Camelin; Renato De Mori; Géraldine Damnati (ICASSP (1), 2005)

Mining broadcast news data: robust information extraction from word lattices. - Benoît Favre; Frédéric Béchet; Pascal Nocera (INTERSPEECH, 2005)

Evaluating the pronunciation of proper names by four French grapheme-to-phoneme converters. - Philippe Boula de Mareüil; Christophe d'Alessandro; Gérard Bailly; Frédéric Béchet; Marie-Neige Garcia; Michel Morel; Romain Prudon; Jean Véronis (INTERSPEECH, 2005)

Robust Named Entity Extraction from Large Spoken Archives. - Benoît Favre; Frédéric Béchet; Pascal Nocera (HLT/EMNLP, 2005)

Opinion mining in a telephone survey corpus. - Nathalie Camelin; Géraldine Damnati; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2006)

Conceptual decoding from word lattices: application to the spoken dialogue corpus MEDIA. - Christophe Servan; Christian Raymond; Frédéric Béchet; Pascal Nocera (INTERSPEECH, 2006)

Results of the French Evalda-Media evaluation campaign for literal understanding. - Hélène Bonneau-Maynard; Christelle Ayache; Frédéric Béchet; Alexandre Denis 002; Anne Kuhn; Fabrice Lefèvre; Djamel Mostefa; Matthieu Quignard; Sophie Rosset; Christophe Servan; Jeanne Villaneau (LREC, 2006)

Spoken Opinion Extraction for Detecting Variations in User Satisfaction. - Frédéric Béchet; Géraldine Damnati; Nathalie Camelin; Renato de Mori (SLT, 2006)

Décodage conceptuel et apprentissage automatique : application au corpus de dialogue Homme-Machine MEDIA. - Christophe Servan; Frédéric Béchet (TALN (Articles longs), 2006)

Beyond ASR 1-best: Using word confusion networks in spoken language understanding. - Dilek Hakkani-Tür; Frédéric Béchet; Giuseppe Riccardi; Gökhan Tür (Comput. Speech Lang., 2006)

On the use of finite state transducers for semantic interpretation. - Christian Raymond; Frédéric Béchet; Renato de Mori; Géraldine Damnati (Speech Commun., 2006)

Spoken Language Understanding Strategies on the France Telecom 3000 Voice Agency Corpus. - Géraldine Damnati; Frédéric Béchet; Renato De Mori (ICASSP (4), 2007)

Speech mining in noisy audio message corpus. - Nathalie Camelin; Frédéric Béchet; Géraldine Damnati; Renato de Mori (INTERSPEECH, 2007)

Conditional use of word lattices, confusion networks and 1-best string hypotheses in a sequential interpretation strategy. - Bogdan Minescu; Géraldine Damnati; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2007)

Information retrieval strategies for accessing african audio corpora. - Abdillahi Nimaan; Pascal Nocera; Frédéric Béchet; Jean-François Bonastre (INTERSPEECH, 2007)

MISTRAL: a lattice translation system for IWSLT 2007. - Alexandre Patry; Philippe Langlais; Frédéric Béchet (IWSLT, 2007)

Analyse automatique de sondages téléphoniques d'opinion. - Nathalie Camelin; Frédéric Béchet; Géraldine Damnati; Renato De Mori (TALN (Posters), 2007)

Résolution de la référence dans des dialogues homme-machine : évaluation sur corpus de deux approches symbolique et probabiliste. - Alexandre Denis 002; Frédéric Béchet; Matthieu Quignard (TALN (Articles longs), 2007)

Sequential Decision Strategies for Machine Interpretation of Speech. - Christian Raymond; Frédéric Béchet; Nathalie Camelin; Renato de Mori; Géraldine Damnati (IEEE Trans. Speech Audio Process., 2007)

Semantic composition process in a speech understanding system. - Frédéric Duvert; Marie-Jean Meurs; Christophe Servan; Frédéric Béchet; Fabrice Lefèvre; Renato de Mori (ICASSP, 2008)

On-demand new word learning using world wide web. - Stanislas Oger; Georges Linarès; Frédéric Béchet; Pascal Nocera (ICASSP, 2008)

Automatic customer feedback processing: alarm detection in open question spoken messages. - Nathalie Camelin; Géraldine Damnati; Frédéric Béchet; Renato de Mori (INTERSPEECH, 2008)

Fast call-classification system development without in-domain training data. - Christophe Servan; Frédéric Béchet (INTERSPEECH, 2008)

Semantic Frame Annotation on the French MEDIA corpus. - Marie-Jean Meurs; Frédéric Duvert; Frédéric Béchet; Fabrice Lefèvre; Renato de Mori (LREC, 2008)

Local Methods for On-Demand Out-of-Vocabulary Word Retrieval. - Stanislas Oger; Georges Linarès; Frédéric Béchet (LREC, 2008)

Speaker turn characterization for spoken dialog system monitoring and adaptation. - Géraldine Damnati; Frédéric Béchet; Renato de Mori (SLT, 2008)

Annotation en Frames Sémantiques du corpus de dialogue MEDIA. - Marie-Jean Meurs; Frédéric Duvert; Frédéric Béchet; Fabrice Lefèvre; Renato De Mori (TALN (Articles courts), 2008)

Spoken language understanding. - Renato De Mori; Frédéric Béchet; Dilek Hakkani-Tür; Michael F. McTear; Giuseppe Riccardi; Gökhan Tür (IEEE Signal Process. Mag., 2008)

Processing and transcribing spontaneous speech. - Thierry Bazillon; Vincent Jousse; Frédéric Béchet; Yannick Estève; Georges Linarès; Daniel Luzzati (Trait. Autom. des Langues, 2008)

Local and global models for spontaneous speech segment detection and characterization. - Richard Dufour; Yannick Estève; Paul Deléglise; Frédéric Béchet (ASRU, 2009)

Active learning for rule-based and corpus-based Spoken Language Understanding models. - Pierre Gotab; Frédéric Béchet; Géraldine Damnati (ASRU, 2009)

Robust dependency parsing for spoken language understanding of spontaneous speech. - Frédéric Béchet; Alexis Nasr (INTERSPEECH, 2009)

Error correction of proportions in spoken opinion surveys. - Nathalie Camelin; Renato de Mori; Frédéric Béchet; Géraldine Damnati (INTERSPEECH, 2009)

Analyse syntaxique en dépendances de l'oral spontané. - Alexis Nasr; Frédéric Béchet (TALN (Articles longs), 2009)

Unsupervised knowledge acquisition for Extracting Named Entities from speech. - Frédéric Béchet; Eric Charton (ICASSP, 2010)

On the use of machine translation for spoken language understanding portability. - Christophe Servan; Nathalie Camelin; Christian Raymond; Frédéric Béchet; Renato de Mori (ICASSP, 2010)

Online SLU model adaptation with a partial oracle. - Pierre Gotab; Géraldine Damnati; Frédéric Béchet; Lionel Delphin-Poulat (INTERSPEECH, 2010)

The EPAC Corpus: Manual and Automatic Annotations of Conversational Speech in French Broadcast News. - Yannick Estève; Thierry Bazillon; Jean-Yves Antoine; Frédéric Béchet; Jérôme Farinas (LREC, 2010)

Frame based interpretation of conversational speech. - Frédéric Béchet; Christian Raymond; Frédéric Duvert; Renato de Mori (SLT, 2010)

MACAON Une chaîne linguistique pour le traitement de graphes de mots. - Alexis Nasr; Frédéric Béchet; Jean-François Rey (TALN (Demonstrations), 2010)

Detection and Interpretation of Opinion Expressions in Spoken Surveys. - Nathalie Camelin; Frédéric Béchet; Géraldine Damnati; Renato de Mori (IEEE Trans. Speech Audio Process., 2010)

MACAON An NLP Tool Suite for Processing Word Lattices. - Alexis Nasr; Frédéric Béchet; Jean-François Rey; Benoît Favre; Joseph Le Roux (ACL (System Demonstrations), 2011)

Applying Multiclass Bandit algorithms to call-type classification. - Liva Ralaivola; Benoît Favre; Pierre Gotab; Frédéric Béchet; Géraldine Damnati (ASRU, 2011)

Speaker Role Recognition Using Question Detection and Characterization. - Thierry Bazillon; Benjamin Maza; Mickael Rouvier; Frédéric Béchet; Alexis Nasr (INTERSPEECH, 2011)

Qui êtes-vous ? Catégoriser les questions pour déterminer le rôle des locuteurs dans des conversations orales (Who are you? Categorize questions to determine the role of speakers in oral conversations). - Thierry Bazillon; Benjamin Maza; Mickael Rouvier; Frédéric Béchet; Alexis Nasr (TALN (Articles longs), 2011)

Coopération de méthodes statistiques et symboliques pour l'adaptation non-supervisée d'un système d'étiquetage en entités nommées (Statistical and symbolic methods cooperation for the unsupervised adaptation of a named entity recognition system). - Frédéric Béchet; Benoît Sagot; Rosa Stern (TALN (Articles courts), 2011)

Opinion Detection as a Topic Classification Problem. - Juan-Manuel Torres-Moreno; Marc El-Bèze; Patrice Bellot; Frédéric Béchet (Textual Information Access: Statistical Models, 2012)

Detecting person presence in TV shows with linguistic and structural features. - Frédéric Béchet; Benoît Favre; Géraldine Damnati (ICASSP, 2012)

Automatic transcription error recovery for Person Name Recognition. - Richard Dufour; Géraldine Damnati; Delphine Charlet; Frédéric Béchet (INTERSPEECH, 2012)

Applying multiview learning algorithms to human-human conversation classification. - Sokol Koço; Cécile Capponi; Frédéric Béchet (INTERSPEECH, 2012)

Syntactic annotation of spontaneous speech: application to call-center conversation data. - Thierry Bazillon; Melanie Deplano; Frédéric Béchet; Alexis Nasr; Benoît Favre (LREC, 2012)

DECODA: a call-centre human-human spoken conversation corpus. - Frédéric Béchet; Benjamin Maza; Nicolas Bigouroux; Thierry Bazillon; Marc El-Bèze; Renato De Mori; Eric Arbillot (LREC, 2012)

Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [in French]. - Frédéric Béchet; Rémi Auguste; Stéphane Ayache; Delphine Charlet; Géraldine Damnati; Benoît Favre; Corinne Fredouille; Christophe Lévy; Georges Linarès; Jean Martinet (JEP-TALN-RECITAL 2012, 2012)

"Can you give me another word for hyperbaric?": Improving speech translation using targeted clarification questions. - Necip Fazil Ayan; Arindam Mandal; Michael W. Frandsen; Jing Zheng 001; Peter Blasco; Andreas Kathol; Frédéric Béchet; Benoît Favre; Alex Marin; Tom Kwiatkowski; Mari Ostendorf; Luke Zettlemoyer; et al. (ICASSP, 2013)

ASR error segment localization for spoken recovery strategy. - Frédéric Béchet; Benoît Favre (ICASSP, 2013)

PERCOLI: A Person Identification System for the 2013 REPERE Challenge. - Benoît Favre; Géraldine Damnati; Frédéric Béchet; Meriem Bendris; Delphine Charlet; Rémi Auguste; Stéphane Ayache; Benjamin Bigot; Alexandre Delteil; Richard Dufour; Corinne Fredouille; Georges Linarès; et al. (SLAM@INTERSPEECH, 2013)

Experiments with DBpedia, WordNet and SentiWordNet as resources for sentiment analysis in micro-blogging. - Hussam Hamdan; Frédéric Béchet; Patrice Bellot (SemEval@NAACL-HLT, 2013)

Retrieving the syntactic structure of erroneous ASR transcriptions for open-domain Spoken Language Understanding. - Frédéric Béchet; Benoît Favre; Alexis Nasr; Mathieu Morey (ICASSP, 2014)

Reranked aligners for interactive transcript correction. - Benoît Favre; Mickael Rouvier; Frédéric Béchet (ICASSP, 2014)

Multimodal understanding for person recognition in video broadcasts. - Frédéric Béchet; Meriem Bendris; Delphine Charlet; Géraldine Damnati; Benoît Favre; Mickael Rouvier; Rémi Auguste; Benjamin Bigot; Richard Dufour; Corinne Fredouille; Georges Linarès; Jean Martinet; et al. (INTERSPEECH, 2014)

Adapting dependency parsing to spontaneous speech for open domain spoken language understanding. - Frédéric Béchet; Alexis Nasr; Benoît Favre (INTERSPEECH, 2014)

Person name recognition and linking from overlay text in TV broadcast shows. - Géraldine Damnati; Benoît Favre; Frédéric Béchet; Delphine Charlet (SLAM@INTERSPEECH, 2014)

A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org. - Chahinez Benkoussas; Hussam Hamdan; Patrice Bellot; Frédéric Béchet; Elodie Faath (LREC, 2014)

Automatically enriching spoken corpora with syntactic information for linguistic studies. - Alexis Nasr; Frédéric Béchet; Benoît Favre; Thierry Bazillon; José Deulofeu; André Valli (LREC, 2014)

Supervised Methods for Aspect-Based Sentiment Analysis. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (SemEval@COLING, 2014)

The Impact of Z_score on Twitter Sentiment Analysis. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (SemEval@COLING, 2014)

Joint decoding of complementary utterances. - Mickael Rouvier; Benoît Favre; Frédéric Béchet (SLT, 2014)

Impact of the nature and size of the training set on performance in the automatic detection of named entities (Impact de la nature et de la taille des corpus d'apprentissage sur les performances dans la détection automatique des entités nommées) [in French]. - Anaïs Ollagnier; Sébastien Fournier; Patrice Bellot; Frédéric Béchet (TALN (2), 2014)

De l'arabe standard vers l'arabe dialectal : projection de corpus et ressources linguistiques en vue du traitement automatique de l'oral dans les médias tunisiens. - Rahma Boujelbane; Mariem Ellouze; Frédéric Béchet; Lamia Hadrich Belguith (Trait. Autom. des Langues, 2014)

Multimodal embedding fusion for robust speaker role recognition in video broadcast. - Mickael Rouvier; Sebastien Delecraz; Benoît Favre; Meriem Bendris; Frédéric Béchet (ASRU, 2015)

Identification de personnes dans des flux multimédia. - Frédéric Béchet; Meriem Bendris; Delphine Charlet; Géraldine Damnati; Benoît Favre; Mickael Rouvier; Rémi Auguste; Benjamin Bigot; Richard Dufour; Corinne Fredouille; Georges Linarès; Jean Martinet; et al. (CORIA, 2015)

The SENSEI Project: Making Sense of Human Conversations. - Giuseppe Riccardi; Frédéric Béchet; Morena Danieli; Benoît Favre; Robert J. Gaizauskas; Udo Kruschwitz; Massimo Poesio (FETLT, 2015)

"speech is silver, but silence is golden": improving speech-to-speech translation performance by slashing users input. - Frédéric Béchet; Benoît Favre; Mickael Rouvier (INTERSPEECH, 2015)

Adapting lexical representation and OOV handling from written to spoken language with word embedding. - Jérémie Tafforeau; Thierry Artières; Benoît Favre; Frédéric Béchet (INTERSPEECH, 2015)

PERCOLATTE : A Multimodal Person Discovery System in TV Broadcast for the Medieval 2015 Evaluation Campaign. - Meriem Bendris; Delphine Charlet; Grégory Senay; MinYoung Kim; Benoît Favre; Mickael Rouvier; Frédéric Béchet; Géraldine Damnati (MediaEval, 2015)

Lsislif: Feature Extraction and Label Weighting for Sentiment Analysis in Twitter. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (SemEval@NAACL-HLT, 2015)

Lsislif: CRF and Logistic Regression for Opinion Target Extraction and Sentiment Polarity Analysis. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (SemEval@NAACL-HLT, 2015)

Call Centre Conversation Summarization: A Pilot Task at Multiling 2015. - Benoît Favre; Evgeny A. Stepanov; Jérémy Trione; Frédéric Béchet; Giuseppe Riccardi (SIGDIAL Conference, 2015)

Sentiment Lexicon-Based Features for Sentiment Analysis in Short Text. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (Res. Comput. Sci., 2015)

Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding. - Jérémie Tafforeau; Frédéric Béchet; Thierry Artières; Benoît Favre (INTERSPEECH, 2016)

Beyond Utterance Extraction: Summary Recombination for Speech Summarization. - Jérémy Trione; Benoît Favre; Frédéric Béchet (INTERSPEECH, 2016)

Summarizing Behaviours: An Experiment on the Annotation of Call-Centre Conversations. - Morena Danieli; Balamurali A. R.; Evgeny A. Stepanov; Benoît Favre; Frédéric Béchet; Giuseppe Riccardi (LREC, 2016)

Enhancing The RATP-DECODA Corpus With Linguistic Annotations For Performing A Large Range Of NLP Tasks. - Carole Lailler; Anaïs Landeau; Frédéric Béchet; Yannick Estève; Paul Deléglise (LREC, 2016)

Syntactic parsing of chat language in contact center conversation corpus. - Alexis Nasr; Géraldine Damnati; Aleksandra Guerraz; Frédéric Béchet (SIGDIAL Conference, 2016)

Fusion d'espaces de représentations multimodaux pour la reconnaissance du rôle du locuteur dans des documents télévisuels (Multimodal embedding fusion for robust speaker role recognition in video broadcast ). - Sebastien Delecraz; Frédéric Béchet; Benoît Favre; Mickael Rouvier (JEP-TALN-RECITAL (1), 2016)

Détection de concepts pertinents pour le résumé automatique de conversations par recombinaison de patrons (Relevant concepts detection for the automatic summary of conversations using patterns recombination). - Jérémy Trione; Benoît Favre; Frédéric Béchet (JEP-TALN-RECITAL (2), 2016)

Sentiment Analysis in Scholarly Book Reviews. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (CoRR, 2016)

Supervised Term Weighting Metrics for Sentiment Analysis in Short Text. - Hussam Hamdan; Patrice Bellot; Frédéric Béchet (CoRR, 2016)

Correcting prepositional phrase attachments using multimodal corpora. - Sebastien Delecraz; Alexis Nasr; Frédéric Béchet; Benoît Favre (IWPT, 2017)

Apprentissage d'agents conversationnels pour la gestion de relations clients (Training chatbots for customer relation management). - Benoît Favre; Frédéric Béchet; Géraldine Damnati; Delphine Charlet (TALN (3), 2017)

Analyse automatique FrameNet : une étude sur un corpus français de textes encyclopédiques (FrameNet automatic analysis : a study on a French corpus of encyclopedic texts). - Gabriel Marzinotto; Géraldine Damnati; Frédéric Béchet (TALN (2), 2017)

Fusion multimodale image/texte par réseaux de neurones profonds pour la classification de documents imprimés. - Thibault Magallon; Frédéric Béchet; Benoît Favre (CORIA, 2018)

Is ATIS Too Shallow to Go Deeper for Benchmarking Spoken Language Understanding Models? - Frédéric Béchet; Christian Raymond (INTERSPEECH, 2018)

Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text. - Géraldine Damnati; Jérémy Auguste; Alexis Nasr; Delphine Charlet; Johannes Heinecke; Frédéric Béchet (LREC, 2018)

Adding Syntactic Annotations to Flickr30k Entities Corpus for Multimodal Ambiguous Prepositional-Phrase Attachment Resolution. - Sebastien Delecraz; Alexis Nasr; Frédéric Béchet; Benoît Favre (LREC, 2018)

Semantic Frame Parsing for Information Extraction : the CALOR corpus. - Gabriel Marzinotto; Jérémy Auguste; Frédéric Béchet; Géraldine Damnati; Alexis Nasr (LREC, 2018)

Evaluation automatique de la satisfaction client à partir de conversations de type "chat" par réseaux de neurones récurrents avec mécanisme d'attention (Customer satisfaction prediction with attention-based RNNs from a chat contact center corpus). - Jérémy Auguste; Delphine Charlet; Géraldine Damnati; Benoît Favre; Frédéric Béchet (CORIA-TALN-RJC (TALN 2), 2018)

Correction automatique d'attachements prépositionnels par utilisation de traits visuels (PP-attachement resolution using visual features). - Sebastien Delecraz; Leonor Becerra-Bonache; Benoît Favre; Alexis Nasr; Frédéric Béchet (CORIA-TALN-RJC (TALN), 2018)

Détection d'erreurs dans des transcriptions OCR de documents historiques par réseaux de neurones récurrents multi-niveau (Combining character level and word level RNNs for post-OCR error detection). - Thibault Magallon; Frédéric Béchet; Benoît Favre (CORIA-TALN-RJC (TALN 2), 2018)

FrameNet automatic analysis : a study on a French corpus of encyclopedic texts. - Gabriel Marzinotto; Géraldine Damnati; Frédéric Béchet (CoRR, 2018)

Sources of Complexity in Semantic Frame Parsing for Information Extraction. - Gabriel Marzinotto; Frédéric Béchet; Géraldine Damnati; Alexis Nasr (CoRR, 2018)

CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotations. - Frédéric Béchet; Cindy Aloui; Delphine Charlet; Géraldine Damnati; Johannes Heinecke; Alexis Nasr; Frédéric Herledan (MRQA@EMNLP, 2019)

Can We Predict Self-reported Customer Satisfaction from Interactions? - Jérémy Auguste; Delphine Charlet; Géraldine Damnati; Frédéric Béchet; Benoît Favre (ICASSP, 2019)

Benchmarking Benchmarks: Introducing New Automatic Indicators for Benchmarking Spoken Language Understanding Corpora. - Frédéric Béchet; Christian Raymond (INTERSPEECH, 2019)

Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning. - Gabriel Marzinotto; Géraldine Damnati; Frédéric Béchet (INTERSPEECH, 2019)

Visual Disambiguation of Prepositional Phrase Attachments: Multimodal Machine Learning for Syntactic Analysis Correction. - Sebastien Delecraz; Leonor Becerra-Bonache; Alexis Nasr; Frédéric Béchet; Benoît Favre (IWANN (1), 2019)

Skip Act Vectors: Integrating Dialogue Context into Sentence Embeddings. - Jérémy Auguste; Frédéric Béchet; Géraldine Damnati; Delphine Charlet (IWSDS, 2019)

Robust Semantic Parsing with Adversarial Learning for Domain Generalization. - Gabriel Marzinotto; Géraldine Damnati; Frédéric Béchet; Benoît Favre (NAACL-HLT (2), 2019)

CALOR-QUEST : un corpus d'entraînement et d'évaluation pour la compréhension automatique de textes (Machine reading comprehension is a task related to Question-Answering where questions are not generic in scope but are related to a particular document). - Frédéric Béchet; Cindy Aloui; Delphine Charlet; Géraldine Damnati; Johannes Heinecke; Alexis Nasr; Frédéric Herledan (PFIA (Articles courts), 2019)

Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005). - Marc El-Bèze; Juan-Manuel Torres-Moreno; Frédéric Béchet (CoRR, 2019)

Cross-lingual and Cross-domain Evaluation of Machine Reading Comprehension with Squad and CALOR-Quest Corpora. - Delphine Charlet; Géraldine Damnati; Frédéric Béchet; Gabriel Marzinotto; Johannes Heinecke (LREC, 2020)

Analyse automatique en cadres sémantiques pour l'apprentissage de modèles de compréhension de texte (Semantic Frame Parsing for training Machine Reading Comprehension models). - Gabriel Marzinotto; Delphine Charlet; Géraldine Damnati; Frédéric Béchet (JEP-TALN-RECITAL (2), 2020)

Analyse sémantique robuste par apprentissage antagoniste pour la généralisation de domaine (Robust Semantic Parsing with Adversarial Learning for Domain Generalization ). - Gabriel Marzinotto; Géraldine Damnati; Frédéric Béchet; Benoît Favre (JEP-TALN-RECITAL (Demos), 2020)

Can We Predict How Challenging Spoken Language Understanding Corpora Are Across Sources, Languages, and Domains? - Frédéric Béchet; Christian Raymond; Achraf Hamane; Rim Abrougui; Gabriel Marzinotto; Géraldine Damnati (IWSDS, 2021)

Predicting Links on Wikipedia with Anchor Text Information. - Robin Brochier; Frédéric Béchet (SIGIR, 2021)

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images. - Sebastien Delecraz; Leonor Becerra-Bonache; Benoît Favre; Alexis Nasr; Frédéric Béchet (Neural Process. Lett., 2021)

Calor-Dial : a corpus for Conversational Question Answering on French encyclopedic documents. - Frédéric Béchet; Ludivine Robert; Lina Maria Rojas-Barahona; Géraldine Damnati (CIRCLE, 2022)

Question Generation and Answering for exploring Digital Humanities collections. - Frédéric Béchet; Elie Antoine; Jérémy Auguste; Géraldine Damnati (LREC, 2022)

Étiquetage ou génération de séquences pour la compréhension automatique du langage en contexte d'interaction? (Sequence tagging or sequence generation for Natural Language Understanding ?). - Rim Abrougui; Géraldine Damnati; Johannes Heinecke; Frédéric Béchet (TALN-RECITAL, 2022)

Abstraction ou hallucination ? État des lieux et évaluation du risque pour les modèles de génération de résumés automatiques de type séquence-à-séquence (Abstraction or Hallucination ? Status and Risk assessment for sequence-to-sequence Automatic). - Eunice Akani; Benoît Favre; Frédéric Béchet (TALN-RECITAL, 2022)

Génération de question à partir d'analyse sémantique pour l'adaptation non supervisée de modèles de compréhension de documents (Question generation from semantic analysis for unsupervised adaptation of document understanding models). - Elie Antoine; Jérémy Auguste; Frédéric Béchet; Géraldine Damnati (TALN-RECITAL, 2022)

Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters. - Sébastien Montella; Alexis Nasr; Johannes Heinecke; Frédéric Béchet; Lina Maria Rojas-Barahona (EACL, 2023)

Abstract Representation for Multi-Intent Spoken Language Understanding. - Rim Abrougui; Géraldine Damnati; Johannes Heinecke; Frédéric Béchet (ICASSP, 2023)

Reducing named entity hallucination risk to ensure faithful summary generation. - Eunice Akani; Benoît Favre; Frédéric Béchet; Romain Gemignani (INLG, 2023)

Questionner pour expliquer: construction de liens explicites entre documents par la génération automatique de questions. - Elie Antoine; Hyun Jung Kang; Ismaël Rousseau; Ghislaine Azémard; Frédéric Béchet; Géraldine Damnati (CORIA-TALN (4), 2023)

WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (LREC/COLING, 2024)

A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks. - Elie Antoine; Frédéric Béchet; Géraldine Damnati; Philippe Langlais (EMNLP, 2024)

Unified Framework for Spoken Language Understanding and Summarization in Task-Based Human Dialog processing. - Eunice Akani; Frédéric Béchet; Benoît Favre; Romain Gemignani (INTERSPEECH, 2024)

Approche multitâche pour l'amélioration de la fiabilité des systèmes de résumé automatique de conversation. - Eunice Akani; Benoît Favre; Frédéric Béchet; Romain Gemignani (TALN (1), 2024)

Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquement. - Elie Antoine; Frédéric Béchet; Géraldine Damnati; Philippe Langlais (TALN (1), 2024)

WikiFactDiff: Un Grand jeu de données Réaliste et Temporellement Adaptable pour la Mise à Jour Atomique des Connaissances Factuelles dans les Modèles de Langue Causaux. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (TALN (1), 2024)

Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks. - Eunice Akani; Benoît Favre; Frédéric Béchet; Romain Gemignani (CoRR, 2024)

Statistical Deficiency for Task Inclusion Estimation. - Loïc Fosse; Frédéric Béchet; Benoît Favre; Géraldine Damnati; Gwénolé Lecorvé; Maxime Darrin; Philippe Formont; Pablo Piantanida (ACL (1), 2025)

Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models. - Elie Antoine; Frédéric Béchet; Philippe Langlais (COLING, 2025)

Factual Knowledge Assessment of Language Models Using Distractors. - Hichem Ammar Khodja; Abderrahmane Ait gueni ssaid; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (COLING, 2025)

Language Models Struggle to Achieve a Consistent Temporal Representation of Facts. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (CoRR, 2025)