Gaël Dias
Publications
Publications
GREYC at CRF filling 2026: Rewrite Before You Extract - Rewriting Clinical Notes for Automated CRF15th Language Resources and Evaluation Conference LREC, 2026, Palma De Majorque, Spain |
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Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation30th Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2025, Suzhou, China, China |
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Concurrent Speech and Auditory Tag Clouds for Non-Visual Web Interaction26th edition of the Interspeech Conference, Aug 2025, Rotterdam, Netherlands |
Multilingual Evaluation of Main Content Extractors for Web PagesThe 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2025, Padova, France |
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Inclusive Easy-to-Read Text Generation for Individuals with Cognitive ImpairmentsProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025, Suzhou, France. pp.11782-11808, ⟨10.3233/FAIA251224⟩ |
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Inclusive Easy-to-Read Generation for Individuals with Cognitive Impairments28th European Conference on Artificial Intelligence (ECAI 2025), European Association for Artificial Intelligence (EurAI); Italian Association for Artificial Intelligence (AIxIA), Oct 2025, Bologne, Italy |
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UNETRSal: Saliency Prediction with Hybrid Transformer-Based ArchitectureAdvanced Concepts for Intelligent Vision Systems (ACIVS), Jul 2025, Tokyo (JP), Japan |
Ethical Web Science Workshop OverviewWebsci '25: 17th ACM Web Science Conference Companion 2025, May 2025, New Brunswick NJ USA, United States. pp.38-38, ⟨10.1145/3720554.3737366⟩ |
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Evaluating Large Language Models for Depression Symptom Estimation23rd International Conference on Artificial Intelligence in Medicine (AIME 2025), Jun 2025, Pavia, Italy |
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2F4T : Audio et retour de force pour l'exploration non visuelle d'une oeuvre d'artIHM'25 - 36e Conférence Internationale Francophone sur l'Interaction Humain-Machine, Nov 2025, Toulouse, France. ⟨10.1145/nnnnnnn.nnnnnnn⟩ |
Evaluating Lexicon Incorporation for Depression Symptom Estimation6th Clinical Natural Language Processing Workshop (ClinicalNLP) associated to Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024, Mexico CIty, Mexico |
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Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset9th Workshop on Computational Linguistics and Clinical Psychology (CLPSYCH) associated to 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024, Saint Julian, Malta |
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Analyzing Symptom-based Depression Level Estimation through the Prism of Psychiatric ExpertiseJoint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC), 2024, Torino, Italy |
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Analysing Relevance of Discourse Structure for Improved Mental Health Estimation9th Workshop on Computational Linguistics and Clinical Psychology (CLPSYCH) associated to 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024, Saint Julian, Malta |
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Improving Mental Disorder Predictions using Feature-Based Machine Learning TechniquesInternational Workshop on Data Mining for Mental Disorders (DMMD) associated to 23rd IEEE International Conference on Data Mining (ICDM), 2023, Shanghai (Chine), China |
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An Approach for Detecting Dangerous Events from Online Text Using Transformers22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2023, Venise, Italy |
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Artificial Intelligence on Mental Health ContextInternational Workshop on Data Mining for Mental Disorders (DMMD) associated to 23rd IEEE International Conference on Data Mining (ICDM), 2023, Shanghai (Chine), China |
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Transfer Learning for Humor Detection by Twin Masked Yellow Muppets2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP), 2022, Taipei, Taiwan |
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Agent-based Splitting of Patient-Therapist Interviews for Depression EstimationWorkshop on Participatory Approach to AI for Mental Health (PAI4MH) associated to 36th Conference on Neural Information Processing Systems (NeurIPS), 2022, New Orleans, United States |
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Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations30th ACM International Conference on Multimedia (ACM MM 2022), Oct 2022, Lisbonne, Portugal. pp.4406-4415, ⟨10.1145/3503161.3548299⟩ |
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Stratégie Multitâche pour la Classification MulticlasseTraitement Automatique des Langues Naturelles (TALN 2021), Jun 2021, Lille, France. pp.227--236 |
Modelling Personalized Dialogue Generation in Multi-Party Settings2021 International Joint Conference on Neural Networks (IJCNN), 2021, Virtual, China |
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HistoInformatics2021: The 6 th International Workshop on Computational History2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Sep 2021, Champaign, United States. pp.348-349, ⟨10.1109/JCDL52503.2021.00072⟩ |
Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation IdentificationJoint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), ACL : Association for Computational Linguistics; Asian Federation of Natural Language Processing, Aug 2021, Bangkok (complete virtual format), Thailand |
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Gender-aware Estimation of Depression Severity Level in a Multimodal SettingInternational Joint Conference on Neural Networks (IJCNN), 2021, Virtual, China |
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Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, Virtual, China |
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Patch-based Identification of Lexical Semantic Relations42nd European Conference on Information Retrieval (ECIR), 2020, Lisbon, Portugal |
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CTLR@WiC-TSV: Target Sense Verification using Marked Inputs and Pre-trained Models6th Workshop on Semantic Deep Learning (SemDeep-6) associated to 29th International Joint Conference on Artificial Intelligence and 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020, Yokohama, Japan |
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Web Page Segmentation for Non Visual SkimmingThe 33rd Pacific Asia Conference on Language, Information and Computation (PACLIC 33), Sep 2019, Hakodate, Japan |
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Concurrent Speech Synthesis to Improve Document First Glance for the Blind2nd International Workshop on Human-Document Interaction (HDI 2019) in conjunction with IAPR/IEEE ICDAR 2019, Sep 2019, Sydney, Australia |
Learning Lexical-Semantic Relations Using Intuitive Cognitive Links41st European Conference on Information Retrieval (ECIR), 2019, Cologne, Germany |
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Model-driven Web Page Segmentation for Non Visual Access16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), Oct 2019, Hanoï City, Vietnam |
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Multi-task Learning for Semantic Relations Discovery21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018, Nancy, France |
Demographic Word Embeddings for Racism Detection on Twitter8th International Joint Conference on Natural Language Processing (IJCNLP 2017), 2017, Taipei, Taiwan |
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Iterative TempoWordNet13th Extended Semantic Web Conference, (ESWC 2016), May 2016, Heraklion, Greece |
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Collective Future Orientation and Stock Markets22nd European Conference on Artificial Intelligence (ECAI 2016), 2016, The Hague, Netherlands |
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Tag Thunder : Web Page Skimming in Non Visual Environment Using Concurrent Speech7th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), Sep 2016, San Francisco, United States |
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Transductive Learning for the Identification of Word Sense Temporal Orientation22nd European Conference on Artificial Intelligence (ECAI 2016), Aug 2016, Hague, Netherlands |
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Identifying Temporal Orientation of Word Senses Based on Minimum CutsThe 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), Aug 2016, Berlin, Germany. pp.22 - 30 |
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Search Intent Mining by Word Vectors Clustering at NTCIR-ImineiMine Subtask of the NII Testbeds and Community for Information Access Research Workshop (NTCIR-12 2016), 2016, Tokyo, Japan |
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Multi-Objective Optimization for Word Sense Induction based on Content and Interlink Connections21st International Conference on Applications of Natural Language to Information Systems (NLDB 2016), 2016, Salford, United Kingdom |
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Learning Pretopological Spaces for Lexical Taxonomy AcquisitionEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2015, Porto, Portugal |
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An Empirical Study for Examining the Performance of Visually Impaired People in Recognizing Shapes through a Vibro-tactile Feedback17th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2015), Oct 2015, Lisbon, Portugal. pp.349-350 |
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Supervised Segmentation of Web Pages for Vibro-Tactile Access on Touch-Screen DevicesInternational Symposium on Web Algorithms, Jun 2015, Deauville, France |
Adapted B-CUBED Metrics to Unbalanced Datasets38th Annual ACM SIGIR Conference (SIGIR 2015), 2015, Santiago de Chile, Chile |
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QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw TextsInternational Workshop on Semantic Evaluation (SEMEVAL 2015), 2015, Denver, United States |
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Web-Adapted Supervised Segmentation to Improve a New Tactile Vision Sensory Substitution (TVSS) Technology6th International Conference on Ambient Systems, Networks and Technologies (ANT 2015), 2015, London, United Kingdom |
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Understanding Temporal Query Intent38th Annual ACM SIGIR Conference (SIGIR 2015), 2015, Santiago de Chile, Chile |
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GTE-Rank: Searching for Implicit Temporal Query Results23rd ACM International Conference on Information and Knowledge Management (CIKM 2014), 2014, Shanghai, China |
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HULTECH at the NTCIR-11 Temporalia Task: Ensemble Learning for Temporal Query Intent ClassificationThe 11th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan National Institute of Informatics (NII), Dec 2014, Tokyo, Japan. p. 478-482 |
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A Hybrid Segmentation of Web Pages for Vibro-Tactile Access on Touch-Screen Devices3rd Workshop on Vision and Language (VL 2014) associated to 25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, dublin, Ireland. pp.95 - 102 |
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HULTECH at the NTCIR-11 IMine Task: Mining Intents with Continuous Vector Space ModelsIMine Subtask of the NII Testbeds and Community for Information Access Research Workshop (NTCIR-11 2014), 2014, Tokyo, Japan |
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PageRank-based Word Sense Induction within Web Search Results ClusteringJoint Conference on Digital Libraries (JCDL 2014), Sep 2014, Londres, United Kingdom. 2 p |
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TempoWordNet for Sentence Time Tagging23rd international conference on World wide web companion, Apr 2014, Seoul, South Korea. pp.Pages 833-838, ⟨10.1145/2567948.2579042⟩ |
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HulTech: A General Purpose System for Cross-Level Semantic Similarity based on Anchor Web Counts8th International Workshop on Semantic Evaluation (SemEval 2014), Aug 2014, dublin, Ireland. pp.PP305-308 |
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Propagation Strategies for Building Temporal Ontologies14th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2014, Gotenburg, Sweden. pp.PP6-11 |
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Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms14th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2014, Gotenburg, Sweden |
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Multi-Objective Search Results Clustering25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, dublin, Ireland. pp.99 - 108 |
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Blind Browsing on Hand-Held Devices: Touching the Web... to Understand it BetterData Visualization Workshop (DataWiz 2014) associated to 25th ACM Conference on Hypertext and Social Media (HYPERTEXT 2014), Sep 2014, Santiago, Chile |
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Query Log Driven Web Search Results Clustering37th Annual ACM SIGIR Conference (SIGIR 2014), Jul 2014, Gold Coast, Australia. 10p |
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HULTECH at the NTCIR-10 INTENT-2 Task: Discovering User Intents through Search Results Clustering10th NTCIR conference, Jun 2013, Tokyo, Japan. 7 p |
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Using Text-Based Web Image Search Results Clustering to Minimize Mobile Devices Wasted Space-Interface34th European Conference on Information Retrieval (ECIR 2013), Mar 2013, moscou, Russia. pp.532 - 544, ⟨10.1007/978-3-642-36973-5_45⟩ |
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GTE-Cluster: A Temporal Search Interface for Implicit Temporal Queries35th European Conference on Information Retrieval (ECIR 2014), Apr 2014, Amtersdam, Netherlands |
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Rule Induction for Sentence Reduction16th Portuguese Conference in Artificial Intelligence (EPIA 2013), Sep 2013, Azores, Portugal. pp 528-539, ⟨10.1007/978-3-642-40669-0_45⟩ |
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Post-Retrieval Clustering Using Third-Order Similarity MeasuresAnnual Meeting of the Association for Computational Linguistics (ACL 2013), Aug 2013, Sofia, Bulgaria. pp.153-158 |
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GTE: A Distributional Second-Order Co-Occurrence Approach to Improve the Identification of Top Relevant Dates in Web Snippets21st ACM international conference on Information and knowledge management (CIKM), Oct 2012, sheraton, mai hawaii, United States. pp.Pages 2035-2039, ⟨10.1145/2396761.2398567⟩ |
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Enriching Temporal Query Understanding through Date Identification: How to Tag Implicit Temporal Queries?TempWeb '12 Proceedings of the 2nd Temporal Web Analytics Workshop, Apr 2012, Lyon, France. pp.PP 41-48, ⟨10.1145/2169095.2169103⟩ |
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Disambiguating Implicit Temporal Queries by Clustering Top Relevant Dates in Web SnippetsWeb Intelligence and Intelligent Agent Technology (WI-IAT), 2012 IEEE/WIC/ACM International Conferences on, Dec 2012, Macau, Brazil. pp.1 - 8, ⟨10.1109/WI-IAT.2012.158⟩ |
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Image Results Exploration using Ephemeral Clustering2012 World Wide Web Conference (WWW 2012)., Apr 2012, Lyon, France. 2 p |
Transverse Subjectivity ClassificationWISDOM '12 Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining, Aug 2012, pekin, China. ⟨10.1145/2346676.2346679⟩ |
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Détection de mots-clés par approches au grain caractère et au grain motTALN 2012, Jun 2012, Grenoble, France. pp.41-48 |
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Temporal Web Image Retrieval19th edition of the International Symposium on String Processing and Information Retrieval (SPIRE 2012)., Oct 2012, Cartagena de Indias, Colombia. 6 p |
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Exploitation de l'Asymétrie entre Termes pour l'Extraction Automatique de Taxonomies à partir de Textes.12th Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance (EGC 2012)., Jan 2012, Bordeaux, France. pp.345-356 |
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A pretopological framework for the automatic construction of lexical-semantic structures from textsCIKM 2011, Oct 2011, Glasgow, United Kingdom. pp.2453-2456, ⟨10.1145/2063576.2063990⟩ |
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Textual entailment by generalityConference on Pacific Association for Computational Lingustics, PACLING 2011, Jul 2011, Kuala Lumpur, Malaysia. pp.258-266, ⟨10.1016/j.sbspro.2011.10.606⟩ |
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Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologiqueEGC, Jan 2011, Brest, France. pp.107-118 |
Informative Polythetic Hierarchical Ephemeral ClusteringIEEE/WIC/ACM International Conference on Web Intelligence, 2011, France. pp.104-111 |
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Using Web Snippets and Web Query-logs to Measure Implicit Temporal Intents in Queries2nd Workshop on Query Representation and Understanding of the 34th ACM Annual SIGIR Conference (SIGIR 2011), Jul 2011, Pekin, China. pp.4 Pages |
Recognizing Textual Entailment by Generality Using Informative Asymmetric Measures and Multiword Unit Identification to Summarize Ephemeral ClustersWeb Intelligence, 2011, Unknown, Unknown Region. pp.284--287 |
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Recognizing Textual Entailment by Generality using Informative Asymmetric Measures to Summarize Ephemeral ClustersInternational Conferences on Web Intelligence and Intelligent Agent Technology, Aug 2011, Lyon, France. pp. 284 - 287, ⟨10.1109/WI-IAT.2011.122⟩ |
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An Exploratory Study on How Temporal Information Impact Classification and Clustering of Future-Related Web Documents15th Portuguese Conference on Artificial Intelligence, EPIA 2011,, Oct 2011, Lisbonne, Portugal. pp 581-596, ⟨10.1007/978-3-642-24769-9_42⟩ |
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A Contextual Classification Strategy for Polarity Classification of Direct Quotations from Financial NewsInternational Conference On Recent Advances in Natural Language Processing (RANLP 2011), Sep 2011, Hissar, Bulgaria. pp434-440 |
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Future Retrieval: What Does the Future Talk About?Workshop on Enriching Information Retrieval of the 34th ACM Annual SIGIR Conference (SIGIR 2011), Jul 2011, Pekin, China. 3 p |
Modélisation Prétopologique pour la Structuration Sémantico-Lexicale17èmes rencontres de la Société Francophone de Classification (SFC'2010), 2010, France |
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Semantic Similarities and General-Specific Noun Relations from the webAtelier "Mesures de Similarité Sémantique" (EGC'2008), 2008, France |
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Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts12th Conference on Computational Natural Language Learning (CoNLL'2008), 2008, European Union. pp.97-104 |
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Unsupervised Learning of General-Specific Noun Relations from the Web21th International FLAIRS Conference (FLAIRS'2008), 2008, United States. pp.147-152 |
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Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations16th International Conference on Knowledge Engineering and Knowledge Management Knowledge Patterns (EKAW'2008), 2008, European Union. pp.198-212 |
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Apprentissage de mesures de similarité sémantiques : étude d'une variante de la mesure InfoSimbafirst joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, 2008, Union européenne. pp.233-236 |
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Biology Based Alignments of Paraphrases for Sentence CompressionACL-PASCAL workshop on Textual Entailment and Paraphrasing associated to the ACL Annual Conference (ACL'2007), 2007, European Union |
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Automatic Knowledge Representation using a Graph-based Algorithm for Language-Independent Lexical ChainingInformation Extraction Beyond The Document Workshop collocated with ACL-COLING 2006, 2006, France. pp.36-47 |
Analyse de l'estimation du niveau de dépression basée sur les symptômes à travers le prisme de l'expertise des psychiatres15ème Congrès Français de Psychiatrie (CFP), 2023, Lyon, France |
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Automatic Text-Based Estimation of Depression Symptoms15ème Congrès Français de Psychiatrie (CFP), 2023, Lyon, France |
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Prédiction Automatique des Scores aux Questionnaires PHQ-8 par Intelligence Artificielle11ème Congrès Français de Psychiatrie (CFP), 2019, Nice, France |
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Universal Mobile Information RetrievalIn Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009, 978-3-642-02709-3. ⟨10.1007/978-3-642-02710-9_38⟩ |
The Verbal and Non Verbal Signals of Depression -- Combining Acoustics, Text and Visuals for Estimating Depression Level2020 |
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Information DigestionMachine Learning [cs.LG]. Université d'Orléans, 2010 |