Enriching the "Senso Comune" Platform with Automatically Acquired Data
International audience This paper reports on research activities on automatic methods for the enrichment of the Senso Comune platform. At this stage of development, we will report on two tasks, namely word sense alignment with MultiWordNet and automatic acquisition of Verb Shallow Frames from sense...
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ftutoulouse3hal:oai:HAL:hal-01138072v1 2024-04-14T08:13:42+00:00 Enriching the "Senso Comune" Platform with Automatically Acquired Data Caselli, Tommaso Vieu, Laure Strapparava, Carlo Vetere, Guido Università degli Studi di Trento = University of Trento (UNITN) MEthodes et ingénierie des Langues, des Ontologies et du DIscours (IRIT-MELODI) Institut de recherche en informatique de Toulouse (IRIT) Université Toulouse Capitole (UT Capitole) Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse - Jean Jaurès (UT2J) Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP) Université de Toulouse (UT)-Toulouse Mind & Brain Institut (TMBI) Université Toulouse - Jean Jaurès (UT2J) Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole) Université de Toulouse (UT) Laboratory for Applied Ontology (LOA) Istituto di Scienze e Tecnologie della Cognizione Trento (ISTC-CNR) Centre National de la Recherche Scientifique (CNRS) Fondazione Bruno Kessler Trento, Italy (FBK) IBM Roma Reykjavik, Iceland 2014-05-26 https://hal.science/hal-01138072 https://hal.science/hal-01138072/document https://hal.science/hal-01138072/file/Caselli_13177.pdf en eng HAL CCSD ELRA : European Language Resources Association ISBN: 978-2-9517408-8-4 hal-01138072 https://hal.science/hal-01138072 https://hal.science/hal-01138072/document https://hal.science/hal-01138072/file/Caselli_13177.pdf OATAO: 13177 http://creativecommons.org/licenses/by-nc/ info:eu-repo/semantics/OpenAccess Proceedings of The 9th International Conference of Language Resources and Evaluation Conference (2014) 9th International Conference on Language Resources and Evaluation Conference (LREC 2014) https://hal.science/hal-01138072 9th International Conference on Language Resources and Evaluation Conference (LREC 2014), May 2014, Reykjavik, Iceland. pp.2130-2137 http://www.lrec-conf.org/proceedings/lrec2014/pdf/563_Paper.pdf Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [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] info:eu-repo/semantics/conferenceObject Conference papers 2014 ftutoulouse3hal 2024-03-21T17:13:56Z International audience This paper reports on research activities on automatic methods for the enrichment of the Senso Comune platform. At this stage of development, we will report on two tasks, namely word sense alignment with MultiWordNet and automatic acquisition of Verb Shallow Frames from sense annotated data in the MultiSemCor corpus. The results obtained are satisfying. We achieved a final F-measure of 0.64 for noun sense alignment and a F-measure of 0.47 for verb sense alignment, and an accuracy of 68% on the acquisition of VerbShallow Frames. Conference Object Iceland Université Toulouse III - Paul Sabatier: HAL-UPS |
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Université Toulouse III - Paul Sabatier: HAL-UPS |
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ftutoulouse3hal |
language |
English |
topic |
Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [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] |
spellingShingle |
Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [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] Caselli, Tommaso Vieu, Laure Strapparava, Carlo Vetere, Guido Enriching the "Senso Comune" Platform with Automatically Acquired Data |
topic_facet |
Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [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] |
description |
International audience This paper reports on research activities on automatic methods for the enrichment of the Senso Comune platform. At this stage of development, we will report on two tasks, namely word sense alignment with MultiWordNet and automatic acquisition of Verb Shallow Frames from sense annotated data in the MultiSemCor corpus. The results obtained are satisfying. We achieved a final F-measure of 0.64 for noun sense alignment and a F-measure of 0.47 for verb sense alignment, and an accuracy of 68% on the acquisition of VerbShallow Frames. |
author2 |
Università degli Studi di Trento = University of Trento (UNITN) MEthodes et ingénierie des Langues, des Ontologies et du DIscours (IRIT-MELODI) Institut de recherche en informatique de Toulouse (IRIT) Université Toulouse Capitole (UT Capitole) Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse - Jean Jaurès (UT2J) Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP) Université de Toulouse (UT)-Toulouse Mind & Brain Institut (TMBI) Université Toulouse - Jean Jaurès (UT2J) Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole) Université de Toulouse (UT) Laboratory for Applied Ontology (LOA) Istituto di Scienze e Tecnologie della Cognizione Trento (ISTC-CNR) Centre National de la Recherche Scientifique (CNRS) Fondazione Bruno Kessler Trento, Italy (FBK) IBM Roma |
format |
Conference Object |
author |
Caselli, Tommaso Vieu, Laure Strapparava, Carlo Vetere, Guido |
author_facet |
Caselli, Tommaso Vieu, Laure Strapparava, Carlo Vetere, Guido |
author_sort |
Caselli, Tommaso |
title |
Enriching the "Senso Comune" Platform with Automatically Acquired Data |
title_short |
Enriching the "Senso Comune" Platform with Automatically Acquired Data |
title_full |
Enriching the "Senso Comune" Platform with Automatically Acquired Data |
title_fullStr |
Enriching the "Senso Comune" Platform with Automatically Acquired Data |
title_full_unstemmed |
Enriching the "Senso Comune" Platform with Automatically Acquired Data |
title_sort |
enriching the "senso comune" platform with automatically acquired data |
publisher |
HAL CCSD |
publishDate |
2014 |
url |
https://hal.science/hal-01138072 https://hal.science/hal-01138072/document https://hal.science/hal-01138072/file/Caselli_13177.pdf |
op_coverage |
Reykjavik, Iceland |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
Proceedings of The 9th International Conference of Language Resources and Evaluation Conference (2014) 9th International Conference on Language Resources and Evaluation Conference (LREC 2014) https://hal.science/hal-01138072 9th International Conference on Language Resources and Evaluation Conference (LREC 2014), May 2014, Reykjavik, Iceland. pp.2130-2137 http://www.lrec-conf.org/proceedings/lrec2014/pdf/563_Paper.pdf |
op_relation |
ISBN: 978-2-9517408-8-4 hal-01138072 https://hal.science/hal-01138072 https://hal.science/hal-01138072/document https://hal.science/hal-01138072/file/Caselli_13177.pdf OATAO: 13177 |
op_rights |
http://creativecommons.org/licenses/by-nc/ info:eu-repo/semantics/OpenAccess |
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1796311735248879616 |