Benoit Favre LIF, Parc Scientifique et Technologique de Luminy, 163 avenue de Luminy - Case 901, F-13288 Marseille Cedex 9, France+33 4 91 82 95 58;
[email protected] mise a` jour : 2015-09-05
Formation • 2007, Doctorat en informatique Laboratoire d’Informatique d’Avignon (LIA), Universit´e d’Avignon (France) • 2003, DEA en informatique (´equivalent Master Recherche) Informatique fondamentale, Universit´e d’Avignon • 2002, Maˆıtrise en informatique G´enie Math´ematiques et Informatique, sp´ecialit´e r´eseaux, titre d’Ing´enieur Maˆıtre, Universit´e d’Avignon
Recherche • Inference globale pour le traitement automatique des langues Les erreurs se propagent dans les chaˆınes de traitement automatique des langues. J’explore des mod`eles permettant de retarder les prises de d´ecisions en gardant l’espace d’hypoth`eses ouvert. Une des applications est la chaˆıne de traˆıtement macaon. • Comprehension de la Parole Couplage d’inerpr´etation s´emantique et reconnaissance automatique de la parole pour l’analyse de dialogues parl´es (en Franc¸ais et Italien). Projet PORT MEDIA (2010). Reponctuation de discours parl´e dans diff´erents styles (news, conversations, r´eunions) et multiples langues (Anglais, Arabe, Mandarin). Impact de la ponctuation sur les tˆaches aval. Mod`eles a` d´ependences e´ tendues. Projet GALE (2007-2009). R´esum´e automatique de r´eunions. D´et´ection d’expressions salientes et rafinement par interactions utilisateur. Optimisation globale pour le r´esum´e automatique. Projets AMIDA et CALO (2008-2009). • Fusion multimodale Integration d’indices contextuels pour prendre des d´ecisions multimodales en fonction de sources d’information ayant des temporalit´es et niveaux de confiances non uniformes. Application a` l’identification de personnes dans le cadre du project ANR PERCOL. • Th`ese J’ai explor´e les probl´ematiques du R´esum´e automatique de parole appliqu´e a` la Recherche Documentaire Audio pour faciliter la navigation dans les bases de donn´ees audio. Les travaux ont sp´ecifiquement e´ t´e men´es sur : - la structuration automatique de documents audio - le r´esum´e automatique par extraction utilisant des m´ethodes statistiques - les interfaces utilisateurs a` des bases de donn´ees audio Travail co-financ´e par le Minist`ere de la Recherche et de l’Industrie et Thales Land & Joint Systems. ´ • Campagnes d’Evaluation Scientifique - extraction d’entit´es nomm´ees dans des e´ missions de radio et t´el´evision (ESTER en 2005, ETAPE en 2012) - r´esum´e automatique de texte (DUC, TAC), de 2006 a` 2011 - reponctuation de parole pour la traduction automatique (GALE) de 2007 a` 2009 - g´en´eration d’expressions textuelles (GREC) en 2009 et 2010 - ientification multimodale de personnes dans des vid´eos (d´efi Repere) - traduction parole-parole (BOLT)
Exp´erience professionnelle • 2010 au pr´esent - Maˆıtre de conf´erences Laboratoire d’Informatique Fondamentale de Marseille, Marseille (France). • 2009 a` 2010 - Ing´enieur de Recherche Laboratoire d’Informatique de l’Universit´e du Maine, Le Mans (France). • 2007 a` 2009 - Post-doc International Computer Science Institute, Berkeley (USA). • 2004 a` 2007 - Ing´enieur de recherche Thales Land & Joint Systems, Colombes (France), laboratoire Multimedia Processing. • 2004 a` 2006 - Web master de l’Association Francophone de la Communication Parl´ee (AFCP) Conversion du site a` Spip (portail de gestion de contenu en php) Implication dans le projet national Technolangue • 2001 a` 2003 - Projet de cr´eation d’entreprise - Allegorian Indexation automatique de la parole pour l’acc`es aux documents multim´edia par le contenu. - positionnement et e´ tude de march´e - strat´egies commerciale et de communication - d´eveloppement d’une plate-forme d’indexation distribu´ee et d’un moteur de recherche sur la parole • 2002 - Projet de fin d’´etudes - LIA Adaptation d’un moteur de recherche documentaire en langue naturelle a` l’indexation automatis´ee de la parole • 2001 - Stage de 2`eme ann´ee, Universit´e d’Avignon Portage sous linux d’un logiciel de gestion commerciale pour PARTS EQUIPMENT, un revendeur Franc¸ais.
Comp´etences Techniques • Traitement Automatique des Langues : Analyse syntaxique, R´esum´e automatique, Recherche d’Information, Traduction Automatique • Apprentissage Artificiel : AdaBoost, CRF, SVM, MIRA • Programmation : Python, Perl, Java, Javascript, C++, C, PHP • Syst`eme : Linux/Unix • Internet/Mobile : Ajax, jQuery, Node.js, Android • Langues : Anglais scientifique parl´e et e´ crit, Franc¸ais natif
Enseignements • 2012 (30 heures) - Programmation Web, License 2, Aix-Marseille Universit´e javascript, node.js, html5 • 2011-2012 (50 heures) - Traitement Automatique des Langues, License 2, Aix-Marseille Universit´e ´ Automates a` Etats Finis et langages r´eguliers • 2011-2012 (38 heures) - M´ethodes de d´eveloppement, Master 2, Aix-Marseille Universit´e Diagrammes, Design patterns, Methodologie • 2010-2012 (135 heures) - M´ethodes Num´eriques pour le Traitement Automatique des Langues, Master, Aix-Marseille Universit´e M´ethodologies, apprentissage artificiel, e´ valuation, traduction automatique, r´esum´e automatique
• 2010-2012 (264 heures) - Programmation en C, License 1, Aix-Marseille Universit´e Structures de donn´ees, pointeurs, listes chaˆın´ees, algorithmes de tri EZ-Draw-js : convertisseur de programmes EZ-Draw en javascript/html5 • 2010-2011 (30 heures) - C2i, License 1, Aix-Marseille Universit´e Traitement de texte, tableur, pr´esentations • 2010-2011 (33 heures) - XML, Master 1, Aix-Marseille Universit´e DTD, schemas, feulles de styles, API java • 2005-2006 (16 heures) - TP Voix-Donn´ees-Images, niveau Master Informatique, IUP GMI Compression a` ultra bas d´ebit par d´ecodage acoustico-phon`etique et synth`ese vocale • 2003-2004 (80 heures) - TP R´eseaux, niveau Licence Informatique, IUP GMI cˆablage RJ45, e´ tude des flux r´eseau avec Etheral, mise en oeuvre de routeurs CISCO • 2000 (60 hours) - Tutorats de bureautique a` l’universit´e d’Avignon ´ e´ l`eves de 2`eme Ann´ee de Sciences de la Vie (SV) et Langues Etrang` eres Appliqu´ees (LEA)
Publications • Chapitres ¨ Gokhan Tur, Benoit Favre, Elizabeth Shriberg, “Finding the Structure 1. Dilek Hakkani-Tur, of Documents”, Multilingual natural language processing applications; Imed Zitouni, Dan Bickel; IBM Press – 2011 2. Benoit Favre, “Navigation dans les documents audio par le r´esum´e automatique”, Vers une recherche d’information contextuelle, assist´ee et personnalis´ee; Patrice Bellot; Hermes – 2011 3. Heng Ji, Benoit Favre, Wen-Pin Lin, Dan Gillick, Dilek Hakkani-Tur, Ralph Grishman, “Opendomain Multi-Document Summarization via Information Extraction: Challenges and Prospects”, Multi-source Multilingual Information Extraction and Summarization. Lecture Notes in Computer Science; H. Saggion, T. Poibeau, R. Yangarber; Springer – 2011 ¨ Mary Harper, Dustin 4. Mari Ostendorf, Benoit Favre, Ralph Grishman, Dilek Hakkani-Tur, Hillard, Julia B. Hirschberg, Heng Ji, Jeremy G Kahn, Yang Liu, Evgeny Matusov, Hermann Ney, Elizabeth Shriberg, Wen Wang, Chuck Wooters, “Speech Segmentation and Its Impact on Spoken Language Technology”, Handbook of Natural Language Processing and Machine Translation; Joseph Olive, Catlin Chrisianson, John McCary; Springer – 2009 • Revues 1. Shuhua Liu, Benoit Favre, “Understand the Global Economic Crisis: A Text Summarization Approach”, a` paraˆıtre dans Intelligent Systems in Accounting, Finance and Management – 2013 2. Heng Ji, Juan Liu, Benoit Favre, Dan Gillick, Dilek Hakkani-Tur, “Re-ranking Summaries Based on Cross-Document Information Extraction”, Information Retrieval Technology, Springer – 2011 ¨ “Long Story Short - Global Unsuper3. Korbinian Riedhammer, Benoit Favre, Dilek Hakkani-Tur, vised Models for Keyphrase Based Meeting Summarization”, Speech Communication – 2010 ¨ John Dowding, 4. Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tur, Benoit Favre, Raquel Fernandez, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang, “The CALO Meeting Assistant System”, IEEE Transactions on Audio, Speech and Language Processing – 2010 ¨ S´ebastien Cuendet, “Prosodic 5. Elizabeth Shriberg, Benoit Favre, James Fung, Dilek Hakkani-Tur, Similarities of Dialog Act Boundaries Across Speaking Styles”, Linguistic Patterns in Spontaneous Speech, Language and Linguistics Monograph Series Number A25, Edited by Shu-Chuan Tseng, Institute of Linguistics, Academia Sinica, Taipei (Taiwan) – 2009
¨ and Gokhan Tur, “Generative and Discriminative 6. Umit Guz, Benoit Favre, Dilek Hakkani-Tur Methods using Morphological Information for Sentence Segmentation of Turkish”, IEEE Transactions on Audio, Speech and Language Processing, Special Section on Processing Morphologically Rich Languages, Volume 17, Number 5, pp. 295-903 – 2009 ¨ Mary Harper, Dustin 7. Mari Ostendorf, Benoit Favre, Ralph Grishman, Dilek Hakkani-Tur, Hillard, Julia B. Hirschberg, Heng Ji, Jeremy G Kahn, Yang Liu, Evgeny Matusov, Hermann Ney, Elizabeth Shriberg, Wen Wang, Chuck Wooters, “Speech Segmentation and Its Impact on Spoken Language Technology”, IEEE Signal Processing Magazine – 2008 ¨ Elizabeth Shriberg, James Fung, Benoit Favre, “Cross8. Sebastien Cuendet, Dilek Hakkani-Tur, Genre Feature Comparisons for Spoken Sentence Segmentation”, International Journal of Semantic Computing (IJSC), Volume 1, Issue 3; also published in IEEE International Conference on Semantic Computing (ICSC 2007), pp. 265-271, Irvine (USA) – 2007 • Conf´erences et ateliers internationaux avec comit´e de lecture 1. Frederic Bechet, Benoit Favre, Mickael Rouvier, ““Speech is silver, but silence is golden”: improving speech-to-speech translation performance by slashing users input”, Interspeech, Dresden (DE) – 2015 2. Jeremie Tafforeau, Thierry Artieres, Benoit Favre, Frederic Bechet, “Adapting lexical representation and OOV handling from written to spoken language with word embedding”, Interspeech, Dresend (DE) – 2015 3. George Giannakopoulos, Jeff Kubina, John Conroy, Josef Steinberger, Benoit Favre, Mijail Kabadjov, Udo Kruschwitz, Massimo Poesio, “MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations”, Sigdial, Prague (CZ) – 2015 4. Benoit Favre, Evgeny Stepanov, J´er´emy Trione, Fr´ed´eric B´echet, Giuseppe Riccardi, “Call Centre Conversation Summarization: A Pilot Task at Multiling 2015”, Sigdial, Prague (CZ) – 2015 5. Mickael Rouvier, Pierre-Michel Bousquet, Benoit Favre, “Speaker diarization through speaker embeddings”, EUSIPCO, Nice (FR) – 2015 6. Jeremy Trione, Frederic Bechet, Benoit Favre, Alexis Nasr, “Rapid FrameNet annotation of spoken conversation transcripts”, Joint ACL-ISO Workshop on Interoperable Semantic Annotation, London (GB) – 2015 7. Mickael Rouvier, Benoit Favre and Fr´ed´eric B´echet, “Joint Decoding of Complementary Utterances”, Spoken Language Technologies (SLT), Lake Tahoe (USA) – 2014 8. Mickael Rouvier and Benoit Favre, “Speaker adaptation of DNN-based ASR with i-vectors: Does it actually adapt models to speakers?”, Interspeech, Singapore – 2014 9. Frederic Bechet, Meriem Bendris, Delphine Charlet, Geraldine Damnati, Benoit Favre, Mickael Rouvier, Remi Auguste, Benjamin Bigot, Richard Dufour, Corinne Fredouille, Georges Linares, Gr´egory Senay, Pierre Tirilly and Jean Martinet, “Multimodal understanding for person recognition in video broadcasts”, Interspeech, Singapore – 2014 10. Frederic Bechet, Alexis Nasr and Benoit Favre, “Adapting dependency parsing to spontaneous speech for open domain spoken language understanding”, Interspeech, Singapore – 2014 11. Bendris Meriem, Delphine Charlet, Damnati Geraldine, Benoit Favre and Micka¨el Rouvier, “Scene understanding for identifying persons in TV shows: beyond face authentication”, CBMI, Klagenfurt (Austria) – 2014 12. Kai Hong, John M. Conroy, Benoit Favre, Alex Kulesza, Hui Lin, Ani Nenkova, “A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization”, LREC, Reykjavik (Iceland) – 2014 13. Alexis Nasr, Frederic Bechet, Benoit Favre, Thierry Bazillon, Jose Deulofeu, Andre Valli, “Automatically enriching spoken corpora with syntactic information for linguistic studies”, LREC, Reykjavik (Iceland) – 2014 14. Meriem Bendris, Delphine Charlet, Benoit Favre, Geraldine Damnati, Remi Auguste, “MultipleView Constrained Clustering For Unsupervised Face Identification In TV-Broadcast”, ICASSP, Florence (Italy) – 2014
15. Frederic Bechet, Benoit Favre, Alexis Nasr, Mathieu Morey, “Retrieving the syntactic structure of erroneous ASR transcriptions for open-domain Spoken Language Understanding”, ICASSP, Florence (Italy) – 2014 16. Benoit Favre, Mickael Rouvier, Frederic Bechet, “Reranked aligners for interactive transcript correction”, ICASSP, Florence (Italy) – 2014 17. Benoit Favre, G´eraldine Damnati, Frederic Bechet, Meriem Bendris, Delphine Charlet, R´emi Auguste, St´ephane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linar`es, Jean Martinet, Gregory Senay, Pierre Tirilly, “PERCOLI: a person identification system for the 2013 REPERE challenge”, SLAM, Marseille (France) – 2013 18. Benoit Favre, Kyla Cheung, Siavash Kazemian, Adam Lee, Yang Liu, Cosmin Munteanu, Ani Nenkova, Dennis Ochei, Gerald Penn, Stephen Tratz, Clare Voss, Frauke Zeller, “Automatic Human Utility Evaluation of ASR Systems: Does WER Really Predict Performance?”, Interspeech, Lyon (France) – 2013 19. Meriem Bendris, Benoit Favre, Delphine Charlet, Geraldine Damnati, “Unsupervised Face Identification in TV Content using Audio-Visual Sources”, CBMI, Veszpr´em (Hungary) – 2013 20. Mickael Rouvier, Georges Linares, Bernard Merialdo, Benoit Favre, “Searching Segments of Interest in Single Story Web-Videos”, a` paraˆıtre dans WIAMIS, Paris (France) – 2013 21. Frederic Bechet, Benoit Favre, “Asr Error Segment Localization for Spoken Recovery Strategy”, ICASSP, Vancouver (Canada) – 2013 22. Necip Fazil Ayan, Arindam Mandal, Michael Frandsen, Jing Zheng, Peter Blasco, Andreas Kathol, Frederic Bechet, Benoit Favre, Alex Marin, Tom Kwiatkowski, Mari Ostendorf, Luke Zettlemoyer, Philipp Salletmayr, Julia Hirschberg, Svetlana Stoyanchev, “Can You Give Me Another Word for Hyperbaric?: Improving Speech Translation using Targeted Clarification Questions”, ICASSP, Vancouver (Canada) – 2013 23. Joseph Le Roux, Benoit Favre, Alexis Nasr, Seyed Abolghasem Mirroshandel, “Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French”, SP-SEM-MRL Workshop at ACL 2012, Jeju (Korea) – 2012 24. Fabrice Lef`evre, Djamel Mostefa, Laurent Besacier, Yannick Est`eve, Matthieu Quignard, Nathalie Camelin, Benoit Favre, Bassam Jabaian, Lina Rojas-Barahona, “Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PortMedia corpora”, LREC’12, Istambul (Turkey) – 2012 25. Thierry Bazillon, Melanie Delplano, Frederic Bechet, Alexis Nasr, Benoit Favre, “Syntactic Annotation of Spontaneous Speech: Application to Call-Center Conversation Data”, LREC’12, Istambul (Turkey) – 2012 26. Fr´ed´eric B´echet, Benoit Favre, G´eraldine Damnati, “Detecting Person Presence in TV Shows with Linguistic and Structural Features”, ICASSP’12 – 2012 27. Liva Ralaivola, Benoit Favre, Pierre Gotab, Fr´ed´eric B´echet, G´eraldine Damnati, “Applying Multiclass Bandit algorithms to call-type classification”, ASRU’11 – 2011 28. Alexis Nasr, Fr´ed´eric B´echet, Jean-Franc¸ois Rey, Benoit Favre, Joseph Le Roux, “MACAON: an NLP tool suite for processing word lattices”, ACL’11 Demo session – 2011 29. Richard Dufour, Benoit Favre, “Semi-supervised Part-of-speech Tagging in Speech Applications”, Interspeech, Tokyo (Japan) – 2010 ¨ “Evaluation of Semantic Role Labeling and 30. Benoit Favre, Bernd Bohnet, Dilek Hakkani-Tur, Dependency Parsing of Automatic Speech Recognition Output”, IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Dallas (USA) – 2010 ¨ “Any Questions? Automatic Question Detection 31. Kofi Boakye, Benoit Favre, Dilek Hakkani-Tur, in Meetings”, ASRU, Merano (Italy) – 2009 ¨ Benoit Favre, Yang Liu, “Integrating Prosodic Features in Ex32. Shasha Xie, Dilek Hakkani-Tur, tractive Meeting Summarization”, ASRU, Merano (Italy) – 2009 33. Daniel Gillick, Benoit Favre, “A Scalable Global Model for Summarization”, NAACL/HLT 2009 Workshop on Integer Linear Programming for Natural Language Processing – 2009
¨ Yang Liu, “Leveraging Sentence Weights in Concept34. Shasha Xie, Benoit Favre, Dilek Hakkani-Tur, based Optimization Framework for Extractive Meeting Summarization”, Interspeech, Brighton (UK) – 2009 ¨ “ClusterRank: A Graph 35. Nikhil Garg, Benoit Favre, Korbinian Reidhammer, Dilek Hakkani-Tur, Based Method for Meeting Summarization”, Interspeech, Brighton (UK) – 2009 ¨ “Phrase-level and Word-level Strategies for Detecting Apposi36. Benoit Favre, Dilek Hakkani-Tur, tions in Speech”, Interspeech, Brighton (UK) – 2009 37. Benjamin Lecouteux, Georges Linar`es, Benoit Favre, “Combined low level and high level features for Out-Of-Vocabulary Word detection”, Interspeech, Brighton (UK) – 2009 ¨ Elizabeth Shriberg, “Syntactically-informed Models for Comma 38. Benoit Favre, Dilek Hakkani-Tur, Prediction”, IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Taipei (Taiwan) – 2009 ¨ “A Global Opti39. Daniel Gillick, Korbinian Riedhammer, Benoit Favre, Dilek Hakkani-Tur, mization Framework for Meeting Summarization”, IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Taipei (Taiwan) – 2009 ¨ Slav Petrov, Dan Klein, “Efficient Sentence Segmentation Us40. Benoit Favre, Dilek Hakkani-Tur, ing Syntactic Features”, Spoken Languge Technologies (SLT), Goa (India) – 2008 41. Gokhan Tur, Andreas Stolcke, Lynn Voss, John Dowding, Benoit Favre, Raquel Fernandez, Matthew Frampton, Michael Frandsen, Clint Frederickson, Martin Graciarena, Dilek Hakkani¨ Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Stanley Peters, Matthew Tur, Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang, “The CALO Meeting Speech Recognition and Understanding System”, Spoken Languge Technologies (SLT), Goa (India) – 2008 ¨ “A Keyphrase Based Approach to 42. Korbinian Riedhammer, Benoit Favre, Dilek Hakkani-Tur, Interactive Meeting Summarization”, Spoken Languge Technologies (SLT), Goa (India) – 2008 ¨ “Packing the Meet43. Korbinian Riedhammer, Daniel Gillick, Benoit Favre, Dilek Hakkani-Tur, ing Summarization Knapsack”, Interspeech, Brisbane (Australia) – 2008 ¨ Mari Ostendorf, 44. Benoit Favre, Ralph Grishman, Dustin Hillard, Heng Ji, Dilek Hakkani-Tur, “Punctuating Speech for Information Extraction”, IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, Nevada (USA) – 2008 45. Benoit Favre, Jean-Franc¸ois Bonastre, Patrice Bellot, “An Interactive Timeline for Speech Database Browsing”, Interspeech 2007, Antwerp (Belgium) – 2007 ¨ “An 46. Sebastien Cuendet, Elizabeth Shriberg, Benoit Favre, James Fung, Dilek Hakkani-Tur, Analysis of Sentence Segmentation Features for Broadcast News, Broadcast Conversations, and Meetings”, SIGIR 2007, Searching Spontaneous Conversational Speech (SSCS) workshop, pp. 3743, Amsterdam (The Netherlands) – 2007 47. Benoit Favre, Fr´ed´eric B´echet, Pascal Noc´era, “Robust Named Entity Extraction from Spoken Archives”, Proceedings of HLT-EMNLP’05, Vancouver (Canada) – 2005 48. Benoit Favre, Fr´ed´eric B´echet, Pascal Noc´era, “Mining Broadcast News data: Robust Information Extraction from Word Lattices”, Proceeding of Eurospeech’05, Lisbonne (Portugal) – 2005 49. Benoit Favre, Patrice Bellot, Jean-Franc¸ois Bonastre, “Information retrieval on mixed written and spoken documents”, actes de la 7`eme conf´erence RIAO, Avignon (France), pp. 826-835 – 2004 • Conf´erences francophones avec comit´e de lecture 1. Frederic Bechet, Meriem Bendris, Delphine Charlet, Geraldine Damnati, Benoit Favre, Mickael Rouvier, Remi Auguste, Benjamin Bigot, Richard Dufour, Corinne Fredouille, Georges Linares, Jean Martinet, Gregory Senay, Pierre Trilly, “Identification de personnes dans des flux multim´edia”, CORIA, Paris (FR) – 2015 2. Fr´ed´eric B´echet, Benoˆıt Favre, “D´etection et caract´erisation d’erreurs dans des transcriptions automatiques pour des syst`emes de traduction parole-parole”, JEP, Le Mans (France) – 2014 3. Mickael Rouvier, Benoˆıt Favre, Fr´ed´eric B´echet, “Correction interactive de transcriptions de parole par fusion de phrases”, JEP, Le Mans (France) – 2014
4. Fr´ed´eric B´echet, R´emi Auguste, St´ephane Ayache, Delphine Charlet, G´eraldine Damnati, Benoˆıt Favre, Corinne Fredouille, Christophe L´evy, Georges Linar`es and Jean Martinet, “Percol0 - un syst`eme multimodal de d´etection de personnes dans des documents vid´eo”, JEP/TALN, Grenoble (France) – 2012 5. Fabrice Lef`evre, Djamel Mostefa, Laurent Besacier, Yannick Est`eve, Matthieu Quignard, Nathalie Camelin, Benoit Favre, Bassam Jabaian and Lina Rojas-Barahona, “Robustesse et portabilit´es multilingue et multi-domaines des syst`emes de compr´ehension de la parole : les corpus du projet PortMedia”, JEP/TALN, Grenoble (France) – 2012 6. Joseph Le Roux, Benoit Favre, Seyed Abolghasem Mirroshandel, Alexis Nasr, “Mod`eles g´en´eratif et discriminant en analyse syntaxique : exp´eriences sur le corpus arbor´e de Paris 7”, TALN’11, Montpellier (France) – Meilleur Article – 2011 7. Benoit Favre, Jean-Franc¸ois Bonastre, Patrice Bellot, Franc¸ois Capman, “Acc`es aux connaissances orales par le r´esum´e automatique”, EGC’06, Lille (France) – 2006 8. Benoit Favre, Jean-Franc¸ois Bonastre, Patrice Bellot, “Recherche d’information dans un m´elange de documents e´crits et parl´es”, Journ´ees d’Etude de la Parole (JEP), F`ez (Maroc) – 2004 • Autres 1. Mickael Rouvier, Benoit Favre, Balamurali Andiyakkal Rajendran, “TALEP @ DEFT’15 : Le plus cooool des syst`emes d’analyse de sentiment”, TALN/DEFT, Caen (FR) – 2015 2. Bernd Bohnet, Simon Mille, Benoit Favre, Leo Wanner, “¡StuMaBa¿: from deep representation to surface”, ENLG – 2011 3. George Giannakopoulos, Mahmoud El-Haj, Benoit Favre, Marianna Litvak, Josef Steinberger, Vasudeva Varma, “TAC2011 MultiLing Pilot Overview”, Text Analysis Conference, Gaithersburg, MD (USA) – 2011 4. Firas Hmida, Benoit Favre, “LIF at TAC Multiling: Towards a Truly Language Independent Summarizer”, Text Analysis Conference, Gaithersburg, MD (USA) – 2011 5. Benoit Favre, Bernd Bohnet, “The UMUS system for named entity generation at GREC 2010”, International Natural Language Generation Conference (INLG) – 2010 ¨ Bernd Bohnet, Yang Liu, Shasha Xie, “The 6. Daniel Gillick, Benoit Favre, Dilek Hakkani-Tur, ICSI/UTD Summarization System at TAC 2009”, Text Analysis Conference, Gaithersburg, MD (USA) – 2009 7. Benoit Favre, Bernd Bohnet, “ICSI-CRF: The Generation of References to the Main Subject and Named Entities Using Conditional Random Fields”, ACL-IJCNLP workshop on Language Generation and Summarisation – 2009 ¨ “The ICSI Summarization System at TAC 8. Daniel Gillick, Benoit Favre, Dilek Hakkani-Tur, 2008”, Text Analysis Conference, Gaithersburg, MD (USA) – 2008 9. Florian Boudin, Benoit Favre, Fr´ed´eric B´echet, Marc El-B`eze, Laurent Gillard, Juan-Manuel Torres-Moreno, “The LIA-Thales summarization system at DUC-2007”, DUC-NIST Proceedings Document Understanding Conference (DUC-2007), New York (USA) – 2007 10. Benoit Favre, “R´esum´e automatique de parole pour un acc`es efficace aux bases de donn´ees audio”, Th`ese de doctorat , Universit´e d’Avignon – 2007 11. Benoit Favre, Fr´ed´eric B´echet, Patrice Bellot, Florian Boudin, Marc El-B`eze, Laurent Gillard, Guy Lapalme, Juan-Manuel Torres-Moreno, “The LIA-Thales summarization system at DUC2006”, Document Understanding Conference Workshop, HLT-NAACL’06, New York (USA) – 2006 12. Benoit Favre, “Indexation multim´edia : caract´erisation du d´es´equilibre entre les modalit´es texte et parole”, M´emoire de DEA Informatique, Universit´e d’Avignon – 2003
Logiciels libres • Logiciels sur github https://github.com/benob
• icsiboost, une impl´ementation opensource de BoosTexter Boosting decision stumps – http://github.com/benob/icsiboost • icsisumm, r´esum´e automatique par programmation lin´eaire en nombres entiers a particip´e a` TAC’08-09 – http://code.google.com/p/icsisumm • icsicrf-grecneg, g´en´eration d’expressions r´ef´erentielles a particip´e a` GREC’09-10 – http://code.google.com/p/icsicrf-grecneg • srleval, e´ valuation de l’´etiquetage en roles ˆ s´emantiques capable de traiter des transcriptions automatiques de parole – http://code.google.com/p/srleval • miralium, classifieur de s´equences avec apprentissage MIRA Apprentissage en ligne, compatible avec CRF++ – http://code.google.com/p/miralium • adMIRAble, r´eordonnanceur passif-agressif Apprend a` r´eordonner une liste de n-meilleurs – https://github.com/jihelhere/adMIRAble
