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1
An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis
In: Proceedings of the 12th Language Resources and Evaluation Conference ; 12th Language Resources and Evaluation Conference, LREC 2020 ; https://hal.archives-ouvertes.fr/hal-03102495 ; 12th Language Resources and Evaluation Conference, LREC 2020, May 2020, Marseille, France. pp.1202-1210 ; https://www.aclweb.org/anthology/2020.lrec-1.151/ (2020)
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2
Multilingual Irony Detection with Dependency Syntax and Neural Models
In: Proceedings of the 28th International Conference on Computational Linguistics ; 28th International Conference on Computational Linguistics (COLING 2020) ; https://hal.archives-ouvertes.fr/hal-03102480 ; 28th International Conference on Computational Linguistics (COLING 2020), Dec 2020, Barcelona (Online), Spain. pp.1346-1358 ; https://www.aclweb.org/anthology/2020.coling-main.116/ (2020)
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Unsupervised relation extraction from scientific texts using self-organizing maps
In: Actes du 1er Atelier sur l' Extraction et la Modélisation de Connaissances à partir de textes scientifiques, plateforme PFIA 2017 ; 1er Atelier sur l' Extraction et la Modélisation de Connaissances à partir de textes scientifiques, associé à PFIA 2017 (EMC-Sci 2017) ; https://hal.archives-ouvertes.fr/hal-01913664 ; 1er Atelier sur l' Extraction et la Modélisation de Connaissances à partir de textes scientifiques, associé à PFIA 2017 (EMC-Sci 2017), Jul 2017, Caen, France. pp.25-32 (2017)
Abstract: International audience ; Scientific texts represent a rich source of unstructured knowledge. Extracting this knowledge in a supervised manner can become highly expensive in time and human resources. Moreover supervised models are domain- and language-dependent which make them hard to maintain and extend. Hence unsupervised methods have received a lot of attention from researchers in the fields of information extraction and data mining. In this paper, we present our experiments with self-organizing maps (SOMs) for the task of open relation extraction. We combine contextual features of different level (lemmas and parts-of-speech) to help the algorithm to automatically discover lexical and morphological patterns in the corpus. The evaluation results show that our model yields a better performance than the widely used K-means clustering algorithm with the same feature set.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO]; Clustering; Open relation extraction; Self-organizing maps
URL: https://hal.archives-ouvertes.fr/hal-01913664/file/manishina_19106.pdf
https://hal.archives-ouvertes.fr/hal-01913664
https://hal.archives-ouvertes.fr/hal-01913664/document
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A Distant Learning Approach for Extracting Hypernym Relations from Wikipedia Disambiguation Pages
In: Procedia Computer Science - Vol. 112 - 2017 ; 21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2017) ; https://hal.archives-ouvertes.fr/hal-01919073 ; 21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2017), Sep 2017, Marseille, France. pp.1764-1773 (2017)
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5
Extraction de relations d'hyperonymie à partir de Wikipédia
In: Actes de la conférence conjointe JEP-TALN-RECITAL 2016 : volume3 RECITAL ; 18èmes Rencontres des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, partie de la conférence conjointe JEP-TALN-RECITAL 2016 ; https://hal.archives-ouvertes.fr/hal-01873749 ; 18èmes Rencontres des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, partie de la conférence conjointe JEP-TALN-RECITAL 2016, Jul 2016, Paris, France. pp. 40-51 (2016)
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6
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet
In: Proceedings of COLING 2016 ; 26th International Conference on Computational Linguistics (COLING 2016) ; https://hal.archives-ouvertes.fr/hal-01709130 ; 26th International Conference on Computational Linguistics (COLING 2016), Dec 2016, Osaka, Japan. pp. 3542-3552 (2016)
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7
Using Domain Ontologies for Classification and Semantic Interpretation of Documents
In: Proceedings of ALLDATA 2016 ; International Workshop on Knowledge Extraction and Semantic Annotation (KESA 2016) in ALLDATA 2016 : 2nd International Conference on Big Data, Small Data, Linked Data and Open Data ; https://hal.archives-ouvertes.fr/hal-01535945 ; International Workshop on Knowledge Extraction and Semantic Annotation (KESA 2016) in ALLDATA 2016 : 2nd International Conference on Big Data, Small Data, Linked Data and Open Data, Feb 2016, Lisbon, Portugal. pp. 76-81 (2016)
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8
A plea for complex categories in ontologies
In: ISSN: 1570-5838 ; EISSN: 1875-8533 ; Applied Ontology ; https://hal.archives-ouvertes.fr/hal-01567016 ; Applied Ontology, IOS Press, 2015, vol. 10 (n° 3-4), pp. 285-296. ⟨10.3233/AO-150156⟩ (2015)
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9
Distributional semantics for ontology verification
In: Proceedings of the 4th Joint Conference on Lexical and Computational Semantics ; 4th Joint Conference on Lexical and Computational Semantics (SEM 2015) ; https://hal.archives-ouvertes.fr/hal-01343043 ; 4th Joint Conference on Lexical and Computational Semantics (SEM 2015), Jun 2015, Denver, Colorado, United States. pp. 30-39 (2015)
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10
Discovering Hypernymy Relations using Text Layout
In: Proceedings of the 4th Joint Conference on Lexical and Computational Semantics ; 4th Joint Conference on Lexical and Computational Semantics (SEM 2015) ; https://hal.archives-ouvertes.fr/hal-01379488 ; 4th Joint Conference on Lexical and Computational Semantics (SEM 2015), Jun 2015, Denver, Colorado, United States. pp. 249-258 (2015)
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11
Trimming a consistent OWL knowledge base, relying on linguistic evidence
In: IWCS Workshop: Language and Ontologies 2015 ; Workshop on Language and Ontologies, held at the 11th International Conference on Computational Semantics (IWCS 2015) ; https://hal.archives-ouvertes.fr/hal-01343041 ; Workshop on Language and Ontologies, held at the 11th International Conference on Computational Semantics (IWCS 2015), Apr 2015, London, United Kingdom. pp. 36-42 (2015)
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12
Towards a Contextual Pragmatic Model to Detect Irony in Tweets
In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing Volume 2 ; 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015) ; https://hal.archives-ouvertes.fr/hal-01334719 ; 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Jul 2015, Beijing, China. pp.PP. 644-650, ⟨10.3115/v1/P15-2106⟩ (2015)
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13
OK or not OK? Commitments in acknowledgments and corrections
In: Proceedings of SALT 25 ; 25th Conference Semantics and Linguistic Theory (SALT 2015) ; https://hal.archives-ouvertes.fr/hal-01530288 ; 25th Conference Semantics and Linguistic Theory (SALT 2015), May 2015, Stanford, CA, United States. pp. 595-614 (2015)
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14
Splitting Arabic Texts into Elementary Discourse Units
In: ISSN: 1530-0226 ; ACM Transactions on Asian Language Information Processing ; https://hal.archives-ouvertes.fr/hal-01120621 ; ACM Transactions on Asian Language Information Processing, Association for Computing Machinery, 2014, vol. 13 (n° 2), pp. 1-23. ⟨10.1145/2601401⟩ (2014)
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15
Senso Comune as a Knowledge Base of Italian language: The Resource and its Development
In: Proceedings of the First Italian Conference on Computational Linguistics CLiC-it 2014 ; First Italian Conference on Computational Linguistics - CLiC-it 2014 ; https://hal.archives-ouvertes.fr/hal-01134621 ; First Italian Conference on Computational Linguistics - CLiC-it 2014, Dec 2014, Pisa, Italy. pp. 93-97 (2014)
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16
Selectional Restrictions, Types and Categories
In: ISSN: 1570-8683 ; Journal of Applied Logic ; https://hal.archives-ouvertes.fr/hal-01123735 ; Journal of Applied Logic, Elsevier, 2014, vol. 12 (n° 1), pp. 75-87. ⟨10.1016/j.jal.2013.08.002⟩ (2014)
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17
OntoEnrich: A Platform for the Lexical Analysis of Ontologies
In: Knowledge Engineering and Knowledge Management ; 19th International Conference on Knowledge Engineering and Knowledge Management - EKAW 2014 Satellite Events (EKAW 2014) ; https://hal.archives-ouvertes.fr/hal-01363345 ; 19th International Conference on Knowledge Engineering and Knowledge Management - EKAW 2014 Satellite Events (EKAW 2014), Nov 2014, Linköping, Sweden. pp. 172-176 (2014)
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18
Extraction non supervisée de relations sémantiques lexicales
In: Actes de congrès Traitement Automatique des Langues Naturelles ; Traitement Automatique des Langues Naturelles - TALN 2014 ; https://hal.archives-ouvertes.fr/hal-01135821 ; Traitement Automatique des Langues Naturelles - TALN 2014, Jul 2014, Marseille, France. pp. 244-255 (2014)
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19
Enriching the "Senso Comune" Platform with Automatically Acquired Data
In: Proceedings of The International Conference of Language Resources and Evaluation Conference ; Language Resources and Evaluation Conference - LREC 2014 ; https://hal.archives-ouvertes.fr/hal-01138072 ; Language Resources and Evaluation Conference - LREC 2014, May 2014, Reykjavik, Iceland. pp. 2130-2137 (2014)
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20
Aligning an Italian WordNet with a lexicographic dictionary: Coping with limited data
In: Proceedings of The Seventh Global WordNet Conference ; Global WordNet Conference - GWC 2014 ; https://hal.archives-ouvertes.fr/hal-01140354 ; Global WordNet Conference - GWC 2014, Jan 2014, Tartu, Estonia. pp. 290-298 (2014)
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