Pascal Denis
Chargé de recherche epst
Laboratoire / équipe
Publications
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"citationFull_s":"Cennet Oguz, Pascal Denis, Simon Ostermann, Natalia Skachkova, Emmanuel Vincent, et al.. MMAR: Multilingual and multimodal anaphora resolution in instructional videos. <i>Findings of the 2024 Conference on Empirical Methods in Natural Language Processing</i>, Nov 2024, Miami, United States. <a target=\"_blank\" href=\"https://inria.hal.science/hal-04733760v1\">⟨hal-04733760⟩</a>",
"title_s":["MMAR: Multilingual and multimodal anaphora resolution in instructional videos"],
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"citationFull_s":"Bastien Liétard, Pascal Denis, Mikaela Keller. To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models. <i>EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing</i>, Nov 2024, Miami, United States. pp.2684-2696, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/2024.emnlp-main.156\">⟨10.18653/v1/2024.emnlp-main.156⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-04848884v1\">⟨hal-04848884⟩</a>",
"title_s":["To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models"],
"authFullName_s":["Bastien Liétard","Pascal Denis","Mikaela Keller"],
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"citationRef_s":"<i>5th Workshop on Computational Approaches to Historical Language Change</i>, Aug 2024, Bangkok, Thailand, Thailand. pp.158-167, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/2024.lchange-1.15\">⟨10.18653/v1/2024.lchange-1.15⟩</a>",
"citationFull_s":"Bastien Liétard, Mikaela Keller, Pascal Denis. Towards an Onomasiological Study of Lexical Semantic Change through the Induction of Concepts. <i>5th Workshop on Computational Approaches to Historical Language Change</i>, Aug 2024, Bangkok, Thailand, Thailand. pp.158-167, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/2024.lchange-1.15\">⟨10.18653/v1/2024.lchange-1.15⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-04681251v1\">⟨hal-04681251⟩</a>",
"title_s":["Towards an Onomasiological Study of Lexical Semantic Change through the Induction of Concepts","Vers une Étude Onomasiologique du Changement Sémantique Lexical via l'Induction de Concepts"],
"authFullName_s":["Bastien Liétard","Mikaela Keller","Pascal Denis"],
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"citationRef_s":"<i>2023 Conference on Empirical Methods in Natural Language Processing</i>, Dec 2023, Singapore, Singapore",
"citationFull_s":"Cennet Oguz, Pascal Denis, Emmanuel Vincent, Simon Ostermann, Josef van Genabith. Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization. <i>2023 Conference on Empirical Methods in Natural Language Processing</i>, Dec 2023, Singapore, Singapore. <a target=\"_blank\" href=\"https://hal.science/hal-04259861v1\">⟨hal-04259861⟩</a>",
"title_s":["Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization"],
"authFullName_s":["Cennet Oguz","Pascal Denis","Emmanuel Vincent","Simon Ostermann","Josef van Genabith"],
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"citationRef_s":"<i>EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics</i>, May 2023, Dubrovnik, Croatia",
"citationFull_s":"Joseph Renner, Pascal Denis, Rémi Gilleron, Angèle Brunellière. Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks. <i>EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics</i>, May 2023, Dubrovnik, Croatia. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03986142v1\">⟨hal-03986142⟩</a>",
"title_s":["Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks"],
"authFullName_s":["Joseph Renner","Pascal Denis","Rémi Gilleron","Angèle Brunellière"],
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"citationFull_s":"Joseph Renner, Pascal Denis, Rémi Gilleron. WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment. <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 2023, Singapore, France. <a target=\"_blank\" href=\"https://hal.science/hal-04250849v1\">⟨hal-04250849⟩</a>",
"title_s":["WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment"],
"authFullName_s":["Joseph Renner","Pascal Denis","Rémi Gilleron"],
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"citationFull_s":"Cennet Oguz, Ivana Kruijff-Korbayová, Pascal Denis, Emmanuel Vincent, Josef van Genabith. Chop and change: Anaphora resolution in instructional cooking videos. <i>Findings of AACL-IJCNLP 2022 - 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics - 12th International Joint Conference on Natural Language Processing</i>, Nov 2022, Taipeh, Taiwan. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03807530v1\">⟨hal-03807530⟩</a>",
"title_s":["Chop and change: Anaphora resolution in instructional cooking videos"],
"authFullName_s":["Cennet Oguz","Ivana Kruijff-Korbayová","Pascal Denis","Emmanuel Vincent","Josef van Genabith"],
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"citationRef_s":"<i>Proceedings of the CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue</i>, Nov 2021, Punta Cana, Dominican Republic. pp.48-54, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/2021.codi-sharedtask.5\">⟨10.18653/v1/2021.codi-sharedtask.5⟩</a>",
"citationFull_s":"Joseph Renner, Priyansh Trivedi, Gaurav Maheshwari, Rémi Gilleron, Pascal Denis. An End-to-End Approach for Full Bridging Resolution. <i>Proceedings of the CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue</i>, Nov 2021, Punta Cana, Dominican Republic. pp.48-54, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/2021.codi-sharedtask.5\">⟨10.18653/v1/2021.codi-sharedtask.5⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03431313v1\">⟨hal-03431313⟩</a>",
"title_s":["An End-to-End Approach for Full Bridging Resolution"],
"authFullName_s":["Joseph Renner","Priyansh Trivedi","Gaurav Maheshwari","Rémi Gilleron","Pascal Denis"],
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"citationFull_s":"Pascal Denis, Natalia Grabar, Amel Fraisse, Rémi Cardon, Bernard Jacquemin, et al. (Dir.). Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale. 2021. <a target=\"_blank\" href=\"https://hal.science/hal-03267336v1\">⟨hal-03267336⟩</a>",
"title_s":["Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale"],
"authFullName_s":["Pascal Denis","Natalia Grabar","Amel Fraisse","Rémi Cardon","Bernard Jacquemin","Eric Kergosien","Antonio Balvet"],
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"citationFull_s":"Pascal Denis, Natalia Grabar, Amel Fraisse, Rémi Cardon, Bernard Jacquemin, et al. (Dir.). Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 3 : Démonstrations. 2021. <a target=\"_blank\" href=\"https://hal.science/hal-03267340v1\">⟨hal-03267340⟩</a>",
"title_s":["Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 3 : Démonstrations"],
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"citationRef_s":"<i>Statistique et Société</i>, 2021, Gilets jaunes et Grand Débat National : outils, données et analyses, 9 (1-2), pp.147-168",
"citationFull_s":"Aurélien Bellet, Pascal Denis, Rémi Gilleron, Mikaela Keller, Nathalie Vauquier. Pour plus de transparence dans l’analyse automatique des consultations ouvertes : leçons de la synthèse du Grand Débat National. <i>Statistique et Société</i>, 2021, Gilets jaunes et Grand Débat National : outils, données et analyses, 9 (1-2), pp.147-168. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02860659v3\">⟨hal-02860659v3⟩</a>",
"title_s":["Pour plus de transparence dans l’analyse automatique des consultations ouvertes : leçons de la synthèse du Grand Débat National","For more transparency in the automatic analysis of public consultations: lessons learned from the French \"Grand Débat National"],
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"citationRef_s":"<i>La Lettre de l'InSHS</i>, 2021, Lettre de l'InSHS, 69, pp.23-25",
"citationFull_s":"Mathieu Dehouck, Pascal Denis. La phylogénie des langues au service de l’analyse automatique. <i>La Lettre de l'InSHS</i>, 2021, Lettre de l'InSHS, 69, pp.23-25. <a target=\"_blank\" href=\"https://hal.science/hal-03461084v1\">⟨hal-03461084⟩</a>",
"title_s":["La phylogénie des langues au service de l’analyse automatique"],
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"citationRef_s":"<i>CRAC 2020 - Third Workshop on Computational Models of Reference, Anaphora and Coreference</i>, Dec 2020, Virtual, France",
"citationFull_s":"Onkar Pandit, Pascal Denis, Liva Ralaivola. Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution. <i>CRAC 2020 - Third Workshop on Computational Models of Reference, Anaphora and Coreference</i>, Dec 2020, Virtual, France. <a target=\"_blank\" href=\"https://hal.science/hal-03001157v1\">⟨hal-03001157⟩</a>",
"title_s":["Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution"],
"authFullName_s":["Onkar Pandit","Pascal Denis","Liva Ralaivola"],
"halId_s":"hal-03001157",
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"producedDateY_i":2020
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"citationRef_s":"<i>14th Workshop on Graph-Based Natural Language Processing (TextGraphs 2020)</i>, 2020, Virtual, Spain",
"citationFull_s":"Mariana Vargas-Vieyra, Aurélien Bellet, Pascal Denis. Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning. <i>14th Workshop on Graph-Based Natural Language Processing (TextGraphs 2020)</i>, 2020, Virtual, Spain. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03100039v1\">⟨hal-03100039⟩</a>",
"title_s":["Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning"],
"authFullName_s":["Mariana Vargas-Vieyra","Aurélien Bellet","Pascal Denis"],
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"citationRef_s":"<i>NAACL 2019 - Annual Conference of the North American Chapter of the Association for Computational Linguistics</i>, Jun 2019, Minneapolis, United States",
"citationFull_s":"Mathieu Dehouck, Pascal Denis. Phylogenetic Multi-Lingual Dependency Parsing. <i>NAACL 2019 - Annual Conference of the North American Chapter of the Association for Computational Linguistics</i>, Jun 2019, Minneapolis, United States. <a target=\"_blank\" href=\"https://hal.science/hal-02143747v1\">⟨hal-02143747⟩</a>",
"title_s":["Phylogenetic Multi-Lingual Dependency Parsing"],
"authFullName_s":["Mathieu Dehouck","Pascal Denis"],
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"producedDateY_i":2019
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"citationRef_s":"<i>ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning</i>, Apr 2019, Bruges, Belgium",
"citationFull_s":"Bo Li, Mathieu Dehouck, Pascal Denis. Modal sense classification with task-specific context embeddings. <i>ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning</i>, Apr 2019, Bruges, Belgium. <a target=\"_blank\" href=\"https://hal.science/hal-02143762v1\">⟨hal-02143762⟩</a>",
"title_s":["Modal sense classification with task-specific context embeddings"],
"authFullName_s":["Bo Li","Mathieu Dehouck","Pascal Denis"],
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"citationFull_s":"Onkar Pandit, Pascal Denis, Liva Ralaivola. Learning Rich Event Representations and Interactions for Temporal Relation Classification. <i>ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning</i>, Apr 2019, Bruges, Belgium. <a target=\"_blank\" href=\"https://hal.science/hal-02265061v1\">⟨hal-02265061⟩</a>",
"title_s":["Learning Rich Event Representations and Interactions for Temporal Relation Classification"],
"authFullName_s":["Onkar Pandit","Pascal Denis","Liva Ralaivola"],
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"citationRef_s":"<i>Yearbook of the German Cognitive Linguistics Association</i>, 2018, 6 (9-42)",
"citationFull_s":"Bert Cappelle, Pascal Denis, Mikaela Keller. Facing the facts of fake: a distributional semantics and corpus annotation approach. <i>Yearbook of the German Cognitive Linguistics Association</i>, 2018, 6 (9-42). <a target=\"_blank\" href=\"https://hal.science/hal-01959609v1\">⟨hal-01959609⟩</a>",
"title_s":["Facing the facts of fake: a distributional semantics and corpus annotation approach"],
"authFullName_s":["Bert Cappelle","Pascal Denis","Mikaela Keller"],
"halId_s":"hal-01959609",
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"citationRef_s":"<i>EMNLP 2018 - Conference on Empirical Methods in Natural Language Processing</i>, Oct 2018, Brussels, Belgium",
"citationFull_s":"Mathieu Dehouck, Pascal Denis. A Framework for Understanding the Role of Morphology in Universal Dependency Parsing. <i>EMNLP 2018 - Conference on Empirical Methods in Natural Language Processing</i>, Oct 2018, Brussels, Belgium. <a target=\"_blank\" href=\"https://hal.science/hal-01943934v1\">⟨hal-01943934⟩</a>",
"title_s":["A Framework for Understanding the Role of Morphology in Universal Dependency Parsing"],
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"citationRef_s":"<i>Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)</i>, 2018, Brussels, Belgium",
"citationFull_s":"Melissa Ailem, Bowen Zhang, Aurélien Bellet, Pascal Denis, Fei Sha. A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images. <i>Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)</i>, 2018, Brussels, Belgium. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01922985v1\">⟨hal-01922985⟩</a>",
"title_s":["A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images"],
"authFullName_s":["Melissa Ailem","Bowen Zhang","Aurélien Bellet","Pascal Denis","Fei Sha"],
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"citationRef_s":"<i>European Chapter of the Association for Computational Linguistics</i>, Apr 2017, Valencia, Spain. pp.775 - 784, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/E17-1073\">⟨10.18653/v1/E17-1073⟩</a>",
"citationFull_s":"Pascal Denis, Liva Ralaivola. Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm. <i>European Chapter of the Association for Computational Linguistics</i>, Apr 2017, Valencia, Spain. pp.775 - 784, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/E17-1073\">⟨10.18653/v1/E17-1073⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01590594v1\">⟨hal-01590594⟩</a>",
"title_s":["Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm"],
"authFullName_s":["Pascal Denis","Liva Ralaivola"],
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"citationFull_s":"Mathieu Dehouck, Pascal Denis. Delexicalized Word Embeddings for Cross-lingual Dependency Parsing. <i>EACL</i>, Apr 2017, Valencia, Spain. pp.241 - 250, <a target=\"_blank\" href=\"https://dx.doi.org/10.18653/v1/E17-1023\">⟨10.18653/v1/E17-1023⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01590639v1\">⟨hal-01590639⟩</a>",
"title_s":["Delexicalized Word Embeddings for Cross-lingual Dependency Parsing"],
"authFullName_s":["Mathieu Dehouck","Pascal Denis"],
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"citationRef_s":"<i>Empirical Methods on Natural Language Processing</i>, Nov 2016, Austin, United States",
"citationFull_s":"Chloé Braud, Pascal Denis. Learning Connective-based Word Representations for Implicit Discourse Relation Identification. <i>Empirical Methods on Natural Language Processing</i>, Nov 2016, Austin, United States. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01397318v1\">⟨hal-01397318⟩</a>",
"title_s":["Learning Connective-based Word Representations for Implicit Discourse Relation Identification"],
"authFullName_s":["Chloé Braud","Pascal Denis"],
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"producedDateY_i":2016
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"citationRef_s":"<i>Empirical Methods in Natural Language Processing (EMNLP 2015)</i>, Sep 2015, Lisbonne, Portugal",
"citationFull_s":"Chloé Braud, Pascal Denis. Comparing Word Representations for Implicit Discourse Relation Classification. <i>Empirical Methods in Natural Language Processing (EMNLP 2015)</i>, Sep 2015, Lisbonne, Portugal. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01185927v1\">⟨hal-01185927⟩</a>",
"title_s":["Comparing Word Representations for Implicit Discourse Relation Classification"],
"authFullName_s":["Chloé Braud","Pascal Denis"],
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"producedDateY_i":2015
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"citationRef_s":"<i>AAAI Conference on Artificial Intelligence (AAAI 2015)</i>, Jan 2015, Austin, Texas, United States",
"citationFull_s":"Emmanuel Lassalle, Pascal Denis. Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures. <i>AAAI Conference on Artificial Intelligence (AAAI 2015)</i>, Jan 2015, Austin, Texas, United States. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01205189v1\">⟨hal-01205189⟩</a>",
"title_s":["Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures"],
"authFullName_s":["Emmanuel Lassalle","Pascal Denis"],
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"producedDateY_i":2015
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"citationRef_s":"<i>Revue TAL : traitement automatique des langues</i>, 2014, 55 (1), pp.31",
"citationFull_s":"Chloé Braud, Pascal Denis. Identifier les relations discursives implicites en combinant données naturelles et données artificielles. <i>Revue TAL : traitement automatique des langues</i>, 2014, 55 (1), pp.31. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01094346v1\">⟨hal-01094346⟩</a>",
"title_s":["Identifier les relations discursives implicites en combinant données naturelles et données artificielles"],
"authFullName_s":["Chloé Braud","Pascal Denis"],
"halId_s":"hal-01094346",
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"producedDateY_i":2014
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"citationRef_s":"<i>ECML/PKDD - 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases</i>, Sep 2014, Nancy, France. pp.242 - 257, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-662-44848-9_16\">⟨10.1007/978-3-662-44848-9_16⟩</a>",
"citationFull_s":"David Chatel, Pascal Denis, Marc Tommasi. Fast Gaussian Pairwise Constrained Spectral Clustering. <i>ECML/PKDD - 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases</i>, Sep 2014, Nancy, France. pp.242 - 257, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-662-44848-9_16\">⟨10.1007/978-3-662-44848-9_16⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01017269v1\">⟨hal-01017269⟩</a>",
"title_s":["Fast Gaussian Pairwise Constrained Spectral Clustering"],
"authFullName_s":["David Chatel","Pascal Denis","Marc Tommasi"],
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"producedDateY_i":2014
},{
"citationRef_s":"<i>coling</i>, Aug 2014, Dublin, Ireland",
"citationFull_s":"Chloé Braud, Pascal Denis. Combining Natural and Artificial Examples to Improve Implicit Discourse Relation Identification. <i>coling</i>, Aug 2014, Dublin, Ireland. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01017151v1\">⟨hal-01017151⟩</a>",
"title_s":["Combining Natural and Artificial Examples to Improve Implicit Discourse Relation Identification"],
"authFullName_s":["Chloé Braud","Pascal Denis"],
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"producedDateY_i":2014
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"citationRef_s":"<i>SIGDIAL 2013 - Special Interest Group on Discourse and Dialogue Conference</i>, Aug 2013, Metz, France. pp.2--11",
"citationFull_s":"Antoine Venant, Nicholas Asher, Philippe Muller, Pascal Denis, Stergos Afantenos. Expressivity and comparison of models of discourse structure. <i>SIGDIAL 2013 - Special Interest Group on Discourse and Dialogue Conference</i>, Aug 2013, Metz, France. pp.2--11. <a target=\"_blank\" href=\"https://inria.hal.science/hal-00838260v1\">⟨hal-00838260⟩</a>",
"title_s":["Expressivity and comparison of models of discourse structure"],
"authFullName_s":["Antoine Venant","Nicholas Asher","Philippe Muller","Pascal Denis","Stergos Afantenos"],
"halId_s":"hal-00838260",
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"producedDateY_i":2013
},{
"citationRef_s":"<i>ACL 2013 - Annual meeting of the Association for Computational Linguistics</i>, Association for Computational Linguistics, Aug 2013, Sofia, Bulgaria",
"citationFull_s":"Emmanuel Lassalle, Pascal Denis. Improving pairwise coreference models through feature space hierarchy learning. <i>ACL 2013 - Annual meeting of the Association for Computational Linguistics</i>, Association for Computational Linguistics, Aug 2013, Sofia, Bulgaria. <a target=\"_blank\" href=\"https://inria.hal.science/hal-00838192v1\">⟨hal-00838192⟩</a>",
"title_s":["Improving pairwise coreference models through feature space hierarchy learning"],
"authFullName_s":["Emmanuel Lassalle","Pascal Denis"],
"halId_s":"hal-00838192",
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