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CV Georges Linares


Georges Linarès est enseignant-chercheur à l'Université d'Avignon depuis 1999 et professeur depuis 2011. Ses activités de recherche portent sur le traitement automatique de la parole, la recherche d'information multimédia, le traitement automatique du langage natureI. Il coordonne, avec Jonathan Grainger, l'axe Neurocomputation and Language processing du Labex BLRI. Il a dirigé, de 2010 à fin 2015, le laboratoire informatique d'Avignon et il est actuellement vice-président Recherche de l'Université d'Avignon.


Richard Dufour   

Journal articles8 documents

  • Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linares. Graph embeddings for Abusive Language Detection. SN Computer Science, Springer, 2021, 2, pp.37. ⟨10.1007/s42979-020-00413-7⟩. ⟨hal-03042171⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linares. Conversational Networks for Automatic Online Moderation. IEEE Transactions on Computational Social Systems, IEEE, 2019, 6 (1), pp.38-55. ⟨10.1109/tcss.2018.2887240⟩. ⟨hal-01999546v2⟩
  • Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linares, Renato de Mori. Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (9), pp.1809-1820. ⟨10.1109/TASLP.2017.2718843⟩. ⟨hal-02356138⟩
  • Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linares. Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. International Journal of Computational Linguistics and Applications, Alexander Gelbukh, 2016, 7, pp.87 - 109. ⟨hal-02356467⟩
  • Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Renato de Mori. Total Variability Space for LDA-based multi-view text categorization. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, ⟨10.1109/TASLP.2015.2431854⟩. ⟨hal-01322940⟩
  • Mohamed Morchid, Yonathan Portilla, Didier Josselin, Richard Dufour, Eitan Altman, et al.. An Author-Topic based Approach to Cluster Tweets and Mine their Location. Procedia Environmental Sciences, Elsevier, 2015, 27, pp.26-29. ⟨10.1016/j.proenv.2015.07.109⟩. ⟨hal-01251313⟩
  • Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linares, Driss Matrouf, et al.. Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, ⟨10.1109/TASLP.2015.2431854⟩. ⟨hal-01319808⟩
  • Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linares, Juan-Manuel Torres-Moreno. Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognition Letters, Elsevier, 2014, ⟨10.1016/j.patrec.2014.05.020⟩. ⟨hal-01319767⟩

Conference papers44 documents

  • Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linares. WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. 12th International Conference on Language Resources and Evaluation (LREC 2020), May 2020, Marseille, France. pp.1375-1383. ⟨hal-02497514⟩
  • Noé Cecillon, Richard Dufour, Vincent Labatut, Georges Linares. Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations. 11ème Conférence Modèles & Analyse de Réseaux : approches mathématiques et informatiques (MARAMI), Oct 2020, Montpellier, France. ⟨hal-02993571⟩
  • Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès. Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. ICWSM International Workshop on Modeling and Mining Social-Media-Driven Complex Networks, Jun 2019, Munich, Germany. pp.8. ⟨hal-02130205⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linares. Impact Of Content Features For Automatic Online Abuse Detection. International Conference on Computational Linguistics and Intelligent Text Processing, Apr 2017, Budapest, Hungary. pp.404-419, ⟨10.1007/978-3-319-77116-8_30⟩. ⟨hal-01505502⟩
  • Etienne Papegnies, Richard Dufour, Vincent Labatut, Georges Linarès. Détection de messages abusifs au moyen de réseaux conversationnels. 8ème Conférence Modèles et Analyse des Réseaux : Approches Mathématiques et Informatiques (MARAMI), Oct 2017, La Rochelle, France. ⟨hal-01614279⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linares. Graph-based Features for Automatic Online Abuse Detection. 5th International Conference on Statistical Language and Speech Processing, Oct 2017, Le Mans, France. pp.70-81, ⟨10.1007/978-3-319-68456-7_6⟩. ⟨hal-01571639⟩
  • Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linares. Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. 2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.224-231, ⟨10.1109/SLT.2016.7846269⟩. ⟨hal-02356420⟩
  • Mohamed Morchid, Mohamed Bouaziz, Waad Kheder, Killian Janod, Pierre-Michel Bousquet, et al.. Spoken Language Understanding in a Latent Topic-based Subspace. Interspeech 2016, Sep 2016, San Francisco, United States. ⟨10.21437/Interspeech.2016-50⟩. ⟨hal-02356390⟩
  • Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linares, Renato De Mori. Deep Stacked Autoencoders for Spoken Language Understanding. Interspeech 2016, Sep 2016, San Francisco, United States. pp.720-724, ⟨10.21437/Interspeech.2016-63⟩. ⟨hal-02356395⟩
  • Janod Killian, Mohamed Morchid, Richard Dufour, Georges Linares. A log-linear weighting approach in the Word2vec space for spoken language understanding. 2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.356-361, ⟨10.1109/SLT.2016.7846289⟩. ⟨hal-02356406⟩
  • Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linares, Renato de Mori. Parallel Long Short-Term Memory for multi-stream classification. 2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.218-223, ⟨10.1109/SLT.2016.7846268⟩. ⟨hal-02356410⟩
  • Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, et al.. Quaternion Neural Networks for Spoken Language Understanding. 2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.362-368. ⟨hal-02107532⟩
  • Frédéric Béchet, Meriem Bendris, Delphine Charlet, Géraldine Damnati, Benoit Favre, et al.. Identification de personnes dans des flux multimédia. CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Mar 2015, PARIS, France. pp.239-251. ⟨hal-01194234⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) , Dec 2015, Scottsdale, United States. ⟨10.1109/ASRU.2015.7404815⟩. ⟨hal-01339956⟩
  • Mohamed Morchid, Richard Dufour, Georges Linares, Youssef Hamadi. Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. 16th International Conference, CICLing 2015, Apr 2015, Le Caire, Egypt. ⟨10.1007/978-3-319-18117-2_44⟩. ⟨hal-01293908⟩
  • Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, et al.. Integration of word and semantic features for theme identification in telephone conversations. 6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea. ⟨hal-01433213⟩
  • Frédéric Béchet, Meriem Bendris, Delphine Charlet, Géraldine Damnati, Benoit Favre, et al.. Multimodal understanding for person recognition in video broadcasts. Interspeech, Singapore, 2014, Unknown, Unknown Region. ⟨hal-01194244⟩
  • Benjamin Bigot, Gregory Senay, Georges Linares, Corinne Fredouille, Richard Dufour. Modèles contextuels continus pour la reconnaissance des noms de personnes dans des transcriptions automatiques. JEP 2014, Jun 2014, Le Mans, France. ⟨hal-02356488⟩
  • Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, et al.. Factor Analysis based Semantic Variability Compensation for Automatic Conversation Representation. Interspeech, May 2014, Singapore, Singapore. ⟨hal-01313121⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. A LDA-Based Topic Classification Approach from Highly Imperfect Automatic Transcriptions. LREC, May 2014, Reykjavik, Iceland. ⟨hal-01319771⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. A COMBINED THEMATIC AND ACOUSTIC APPROACH FOR A MUSIC RECOMMENDATION SERVICE IN TV COMMERCIALS. ISMIR, Oct 2014, Tapei, Taiwan. ⟨hal-01319769⟩
  • Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Renato de Mori. Theme Identification in Human-Human Conversations with Features from Specific Speaker Type Hidden Spaces. INTERSPEECH, May 2014, Singapore, Singapore. ⟨hal-01318666⟩
  • Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès. Author-topic based representation of call-center conversations. IEEE Spoken Language Technology Workshop (SLT) , Dec 2014, South Lake Tahoe United States. ⟨10.1109/SLT.2014.7078577⟩. ⟨hal-01318662⟩
  • Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, et al.. I-vector based Representation of Highly Imperfect Automatic Transcriptions. INTERSPEECH, May 2014, Singapore, Singapore. ⟨hal-01318657⟩
  • Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, et al.. An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),, Oct 2014, Doha, Qatar. ⟨10.3115/v1/D14-1051⟩. ⟨hal-01318651⟩
  • Mohamed Morchid, Richard Dufour, Georges Linares, Renato de Mori. Classification de transcriptions automatiques imparfaites : Doit-on adapter le calcul du taux d'erreur-mot ?. JEP, Jun 2014, Le Mans, France. ⟨hal-01319782⟩
  • Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, et al.. Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6853571⟩. ⟨hal-01318674⟩
  • Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, et al.. Subspace Gaussian Mixture Models for Dialogues Classification. Interspeech, May 2014, Singapore, Singapore. ⟨hal-01313132⟩
  • Mohamed Morchid, Richard Dufour, Usman Niaz, Francis Bouvier, Clément de Groc, et al.. Sumacc Project's Corpus: A Topic-based Query Extention Approach to Retrieve Multimedia Documents. 17th International Conference, TSD, Sep 2014, Brno, Czech Republic. ⟨hal-01319787⟩
  • Mohamed Morchid, Georges Linarès, Richard Dufour. Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC, May 2014, Reykjavik, Iceland. ⟨hal-01319806⟩
  • Favre Benoit, Géraldine Damnati, Frédéric Béchet, Meriem Bendris, Delphine Charlet, et al.. PERCOLI: a person identification system for the 2013 REPERE challenge. SLAM 2013 : First Workshop on Speech, Language and Audio in Multimedia, Aug 2013, Marseille, France. pp.55-60. ⟨hal-00834204⟩
  • Grégory Senay, Benjamin Bigot, Richard Dufour, Georges Linarès, Corinne Fredouille. Person name spotting by combining acoustic matching and LDA topic models. Interspeech 2013, Aug 2013, Lyon, France. ⟨hal-01340026⟩
  • Benjamin Bigot, Gregory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour. Person name recognition in ASR outputs using continuous context models. 2013 IEEE International Conference on Acoustics, Speech and Signal, May 2013, Vancouver, Canada. ⟨hal-01339105⟩
  • Benjamin Bigot, Gregory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour. Combining Acoustic Name Spotting and Continuous Context Models to improve Spoken Person Name Recognition in Speech. Interspeech 2013, Aug 2013, Lyon, France. ⟨hal-02102829⟩
  • Benjamin Bigot, Grégory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour. Person name recognition in ASR outputs using continuous context models. IEEE International Conference on Acoustics, Speech and Signal Processing , May 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6639318⟩. ⟨hal-01314411⟩
  • Benjamin Bigot, Gregory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour. Person name recognition in ASR outputs using continuous context models. 2013 IEEE International Conference on Acoustics, Speech and Signal, May 2013, Vancouver, Canada. ⟨hal-01339113⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. Combinaison de thèmes latents pour la contextualisation de Tweets. EGC'2013 13e Conférence Francophone sur l'Extraction et la Gestion des connaissances, Jan 2013, Toulouse, France. ⟨hal-01339909⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. Thematic Representation of Short Text Messages with Latent Topics: Application in the Twitter context. PACLING 2013, Sep 2013, Tokyo, Japan. ⟨hal-01319779⟩
  • Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linares, Driss Matrouf. LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01318668⟩
  • Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linares, Driss Matrouf. LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01318659⟩
  • Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linares, et al.. LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01313144⟩
  • Mohamed Morchid, Richard Dufour, Georges Linarès. Event detection from image hosting services by slightly-supervised multi-span context models. 2013 11TH INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING (CBMI), Jun 2013, VESZPREM,, Hungary. ⟨10.1109/CBMI.2013.6576563⟩. ⟨hal-01318645⟩
  • Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève. LIA @ MediaEval 2011 : Compact Representation of Heterogeneous Descriptors for Video Genre Classification. MediaEval, Sep 2011, Pise, Italy. ⟨hal-01320178⟩
  • Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève. A Language-identification inspired method for spontaneous speech detection. INTERSPEECH, Sep 2010, Makuhari, Japan. ⟨hal-01320176⟩

Poster communications1 document

  • Mohamed Morchid, Yonathan Portilla, Didier Josselin, Richard Dufour, Eitan Altman, et al.. An Author-Topic based Approach to Cluster Tweets and Mine their Location. Spatial Statistics 2015, Jun 2015, Avignon, France. ⟨hal-01250549⟩