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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ftccsdartic:oai:HAL:hal-01138072v1 2023-05-15T16:49:19+02:00 Enriching the "Senso Comune" Platform with Automatically Acquired Data Caselli, Tommaso Vieu, Laure Strapparava, Carlo Vetere, Guido Trento Rise (ITALY) MEthodes et ingénierie des Langues, des Ontologies et du DIscours (IRIT-MELODI) Institut de recherche en informatique de Toulouse (IRIT) Université Toulouse 1 Capitole (UT1) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP) Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1) Université Fédérale Toulouse Midi-Pyrénées 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 Centers for Advanced Studies - CAS (ITALY) Reykjavik, Iceland 2014-05-26 https://hal.archives-ouvertes.fr/hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072/document https://hal.archives-ouvertes.fr/hal-01138072/file/Caselli_13177.pdf en eng HAL CCSD hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072/document https://hal.archives-ouvertes.fr/hal-01138072/file/Caselli_13177.pdf OATAO: 13177 info:eu-repo/semantics/OpenAccess 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 Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO] [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL] info:eu-repo/semantics/conferenceObject Conference papers 2014 ftccsdartic 2021-10-24T12:12:13Z 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 Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
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Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
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ftccsdartic |
language |
English |
topic |
Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO] [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL] |
spellingShingle |
Word Sense Alignment Verb Frame Acquisition Lexico-semantic Resource [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO] [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL] 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-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO] [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL] |
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 |
Trento Rise (ITALY) MEthodes et ingénierie des Langues, des Ontologies et du DIscours (IRIT-MELODI) Institut de recherche en informatique de Toulouse (IRIT) Université Toulouse 1 Capitole (UT1) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP) Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1) Université Fédérale Toulouse Midi-Pyrénées 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 Centers for Advanced Studies - CAS (ITALY) |
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.archives-ouvertes.fr/hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072/document https://hal.archives-ouvertes.fr/hal-01138072/file/Caselli_13177.pdf |
op_coverage |
Reykjavik, Iceland |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
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 |
op_relation |
hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072 https://hal.archives-ouvertes.fr/hal-01138072/document https://hal.archives-ouvertes.fr/hal-01138072/file/Caselli_13177.pdf OATAO: 13177 |
op_rights |
info:eu-repo/semantics/OpenAccess |
_version_ |
1766039466229628928 |