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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 Hits 41 – 49 of 49 41 Using linked disambiguated distributional networks for word sense disambiguation Panchenko, Alexander; Faralli, Stefano; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2017 BASE Show details 42 Mnogoznal : an unsupervised system for word sense disambiguation Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : IEEE, 2017 BASE Show details 43 Watset : automatic induction of synsets from a graph of synonyms Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : Association for Computational Linguistics, 2017 Abstract: This paper presents a new graph-based approach that induces synsets using synonymy dictionaries and word embeddings. First, we build a weighted graph of synonyms extracted from commonly available resources, such as Wiktionary. Second, we apply word sense induction to deal with ambiguous words. Finally, we cluster the disambiguated version of the ambiguous input graph into synsets. Our meta-clustering approach lets us use an efficient hard clustering algorithm to perform a fuzzy clustering of the graph. Despite its simplicity, our approach shows excellent results, outperforming five competitive state-of-the-art methods in terms of F-score on three gold standard datasets for English and Russian derived from large-scale manually constructed lexical resources. Keyword: 004 Informatik URL: https://ub-madoc.bib.uni-mannheim.de/43324 https://madoc.bib.uni-mannheim.de/43324/ https://doi.org/10.18653/v1/P17-1145 https://madoc.bib.uni-mannheim.de/43324/1/P17-1145.pdf BASE Hide details 44 A tool for effective extraction of synsets and semantic relations from BabelNet Ustalov, Dmitry; Panchenko, Alexander. - : IEEE, 2017 BASE Show details 45 Human and machine judgements for Russian semantic relatedness Panchenko, Alexander; Ustalov, Dmitry; Arefyev, Nikolay. - : Springer, 2017 BASE Show details 46 Human And Machine Judgements For Russian Semantic Relatedness ... Panchenko, Alexander; Ustalov, Dmitry; Arefyev, Nikolay. - : Zenodo, 2016 BASE Show details 47 Linked disambiguated distributional semantic networks Faralli, Stefano; Panchenko, Alexander; Biemann, Chris. - : Springer, 2016 BASE Show details 48 TAXI at SemEval-2016 Task 13: a taxonomy induction method based on lexico-syntactic patterns, substrings and focused crawling Fairon, Cédrick; Faralli, Stefano; Panchenko, Alexander. - : Association for Computational Linguistics, 2016 BASE Show details 49 RUSSE: the first workshop on Russian semantic similarity Ustalov, Dmitry; Meyer, Christian; Panchenko, Alexander. - : RSUH, 2015 BASE Show details Page: 1 2 3

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