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Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features ...
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Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features ...
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Bootstrapped Lexicon of English Verbal Polarity Shifters ...
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Abstract:
An extended version of this dataset that also covers nominal and adjectival polarity shifters can be found at doi:10.5281/zenodo.3365601. We provide a bootstrapped lexicon of English verbal polarity shifters. Our lexicon covers 3043 verbs of WordNet v3.1 (Miller et al., 1990) that are single word or particle verbs. Polarity shifter labels are given for each word lemma. Data The data consists of: Two lists of WordNet verbs (Miller et al., 1990), annotated for whether they cause shifting. The initial gold standard (§2) of 2000 randomly chosen verbs. The bootstrapped 1043 verbs (§5.3) that were labelled as shifters by our best classifier and then manually annotated. Data set of verb phrases from the Amazon Product Review Data corpus (Jindal & Liu, 2008), annotated for polarity of phrase and polar noun. 1. Verbal Shifters Files The initial gold standard: verbal_shifters.gold_standard.txt The bootstrapped verbs: verbal_shifters.bootstrapping.txt Format Each line contains a verb and its label, separate by a ... : This work was partially supported by the German Research Foundation (DFG) under grants RU 1873/2-1 and WI4204/2-1. ...
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Keyword:
Lexical Semantics; Lexicon; Negation; NLP Resources; Sentiment Analysis; Sentiment Polarity
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URL: https://zenodo.org/record/3364812 https://dx.doi.org/10.5281/zenodo.3364812
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Bootstrapped Lexicon of English Verbal Polarity Shifters ...
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Human and machine judgements for Russian semantic relatedness
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In: Commun. Comput. Info. Sci. ; Communications in Computer and Information Science (2017)
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Watset: Automatic induction of synsets from a graph of synonyms
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In: ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) (2017)
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Enjeux et perspectives de la lexicographie collaborative
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In: Dictionnaires, culture numérique et décentralisation de la norme dans l’espace francophone ; https://halshs.archives-ouvertes.fr/halshs-01393132 ; Dictionnaires, culture numérique et décentralisation de la norme dans l’espace francophone, Sep 2016, Montréal, Canada (2016)
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LexFr: Adapting the LexIt Framework to Build a Corpus-Based French Subcategorization Lexicon
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In: Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) ; https://hal.archives-ouvertes.fr/hal-03312844 ; Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), May 2016, Portorož, Slovenia. pp.930-937 (2016)
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Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
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In: 26th International Conference on Computational Linguistics (COLING 2016) ; COLING 2016 ; https://hal.archives-ouvertes.fr/hal-01376948 ; COLING 2016, ANLP & ICCL, Dec 2016, Osaka, Japan (2016)
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A new method for interoperability between lexical resources using MDA approach
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In: AISI 2016 The 2nd International Conference on Advanced Intelligent Systems and Informatics ; https://hal.inria.fr/hal-01350524 ; AISI 2016 The 2nd International Conference on Advanced Intelligent Systems and Informatics, Oct 2016, Cairo, Egypt ; http://egyptscience.net/AISI2016/home.html (2016)
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Semantic Interoperability of Multilingual Lexical Resources in Lexical Linked Data ; Interopérabilité Sémantique Multi-lingue des Ressources Lexicales en Données Liées Ouvertes
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In: https://tel.archives-ouvertes.fr/tel-01681358 ; Informatique et langage [cs.CL]. Université Grenoble Alpes, 2016. Français. ⟨NNT : 2016GREAM067⟩ (2016)
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Semantic Interoperability of Multilingual Lexical Resources as Lexical Linked Data ; Interopérabilité sémantique multilingue des ressources lexicales en données lexicales liées ouvertes
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In: https://tel.archives-ouvertes.fr/tel-01425123 ; Intelligence artificielle [cs.AI]. Université Grenoble Alpes, 2016. Français (2016)
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Generación de recursos para Análisis de Opiniones en español
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СЕМАНТИКО-СТИЛИСТИЧЕСКАЯ СПЕЦИФИКА НЕОЛОГИЗМОВ В ИНТЕРНЕТ-РЕСУРСАХ (НА МАТЕРИАЛАХ САЙТА NONAME)
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БЕЛЬКОВА А.Е.. - : Индивидуальный предприниматель Соколова Марина Владимировна, 2015
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Approches multidisciplinaires pour l'étude du lexique et la construction de ressources lexicales nouvelles
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In: https://hal-amu.archives-ouvertes.fr/tel-01756971 ; Linguistique. Aix Marseille Université, 2015 (2015)
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Galnet: o WordNet do galego. Aplicacións lexicolóxicas e terminolóxicas ; Galnet: the Galician WordNet. Applications in the fields of lexicology and terminology
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A Language-Aware web will give us a bigger and better semantic web
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Word Sense Disambiguation Based on Large Scale Polish CLARIN Heterogeneous Lexical Resources
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In: Cognitive Studies | Études cognitives; No 15 (2015); 269-292 ; 2392-2397 (2015)
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Bulgarian-Polish Language Resources (Current State and Future Development)
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In: Cognitive Studies | Études cognitives; No 13 (2013); 161-170 ; 2392-2397 (2015)
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