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Linked Metaphors
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In: Proceedings of the ISWC 2018 Posters & Demonstrations, ; 17th International Semantic Web Conference (ISWC 2018) ; https://hal.archives-ouvertes.fr/hal-02080226 ; 17th International Semantic Web Conference (ISWC 2018), Oct 2018, California, United States (2018)
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Semantic Role Labeling for Knowledge Graph Extraction from Text ...
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Abstract:
This paper introduces TakeFive, a new semantic role labeling method that transforms a text into a frame-oriented knowledge graph. It performs dependency parsing, identifies the words that evoke lexical frames, locates the roles and fillers for each frame, runs coercion techniques, and formalises the results as a knowledge graph. This formal representation complies with the frame semantics used in Framester, a factual-linguistic linked data resource. The obtained precision, recall and F1 values indicate that TakeFive is competitive with other existing methods such as SEMAFOR, Pikes, PathLSTM and FRED. We finally discuss how to combine TakeFive and FRED, obtaining higher values of precision, recall and F1. ...
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Keyword:
Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1811.01409
https://dx.doi.org/10.48550/arxiv.1811.01409
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Framester: A Wide Coverage Linguistic Linked Data Hub
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In: EKAW2016 Conference ; https://halshs.archives-ouvertes.fr/halshs-01869924 ; EKAW2016 Conference, 2016, Springer, United States (2016)
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Framester Classic: Evaluating Linguistic Linked Data on Frame Detection
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In: Linked Data for Information Extraction. Workshop proceedings at International Semantic Web Conference ISWC2016 ; https://halshs.archives-ouvertes.fr/halshs-01869923 ; Linked Data for Information Extraction. Workshop proceedings at International Semantic Web Conference ISWC2016, 2016, Kobe, Japan (2016)
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From Hyperlinks To Semantic Web Properties Using Open Knowledge Extraction ...
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From Hyperlinks To Semantic Web Properties Using Open Knowledge Extraction ...
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| 13 |
Senso Comune as a Knowledge Base of Italian language: The Resource and its Development
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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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Enriching ‘Senso Comune’ with Semantic Role Sets
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In: Proceedings of the International Conference on Intelligent Systems and Agents ; 10th Joint ACL-ISO Workshop on Interoperable Semantic Annotation (ISA 2014) in conjunction with LREC 2014 ; https://hal.archives-ouvertes.fr/hal-01644157 ; 10th Joint ACL-ISO Workshop on Interoperable Semantic Annotation (ISA 2014) in conjunction with LREC 2014, May 2014, Reykjavik, Iceland. pp. 88-94 (2014)
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| 15 |
Adapting sentiment lexicons using contextual semantics for sentiment analysis of Twitter
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Back to the Future ... : Frame Representation and Semantic Technologies ...
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Synergizing ontologies and the lexicon: a roadmap
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In: Ontologies and the Lexicon ; https://hal.archives-ouvertes.fr/hal-01231924 ; Ontologies and the Lexicon, Cambridge University press, 2010 (2010)
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Ontology and the lexicon: a multi-disciplinary perspective
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In: Ontology and the Lexicon. A Natural Language Processing Perspective ; https://hal.archives-ouvertes.fr/hal-01231927 ; Ontology and the Lexicon. A Natural Language Processing Perspective, Cambridge University Press, 2010 (2010)
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