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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 21 – 40 of 49 21 How much does a word weigh? Weighting word embeddings for word sense induction ... Arefyev, Nikolay; Ermolaev, Pavel; Panchenko, Alexander. - : arXiv, 2018 BASE Show details 22 Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ... Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : arXiv, 2018 BASE Show details 23 RUSSE: The First Workshop on Russian Semantic Similarity ... Panchenko, Alexander; Loukachevitch, Natalia; Ustalov, Dmitry. - : arXiv, 2018 BASE Show details 24 An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages ... Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : arXiv, 2018 BASE Show details 25 Enriching Frame Representations with Distributionally Induced Senses ... Faralli, Stefano; Panchenko, Alexander; Biemann, Chris. - : arXiv, 2018 BASE Show details 26 Unsupervised semantic frame induction using triclustering Panchenko, Alexander; Kutuzov, Andrei; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2018 BASE Show details 27 An unsupervised word sense disambiguation system for under-resourced languages Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : European Language Resources Association, ELRA-ELDA, 2018 BASE Show details 28 RUSSE'2018 : a shared task on word sense induction for the Russian language Panchenko, Alexander; Lopukhina, Anastasiya; Ustalov, Dmitry. - : RSUH, 2018 BASE Show details 29 Negative Sampling Improves Hypernymy Extraction Based on Projection Learning ... Ustalov, Dmitry; Arefyev, Nikolay; Panchenko, Alexander. - : Zenodo, 2017 BASE Show details 30 Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation ... Panchenko, Alexander; Marten, Fide; Ruppert, Eugen. - : arXiv, 2017 BASE Show details 31 Negative Sampling Improves Hypernymy Extraction Based on Projection Learning ... Ustalov, Dmitry; Arefyev, Nikolay; Biemann, Chris. - : arXiv, 2017 BASE Show details 32 A Framework for Enriching Lexical Semantic Resources with Distributional Semantics ... Biemann, Chris; Faralli, Stefano; Panchenko, Alexander. - : arXiv, 2017 BASE Show details 33 Making Sense of Word Embeddings ... Pelevina, Maria; Arefyev, Nikolay; Biemann, Chris. - : arXiv, 2017 BASE Show details 34 Watset: Automatic Induction of Synsets from a Graph of Synonyms ... Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : arXiv, 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. ... : 12 pages, 3 figures, 6 tables, accepted to ACL 2017 ... Keyword: 68T50; Computation and Language cs.CL; FOS Computer and information sciences; I.2.6; I.5.3; I.2.4 URL: https://arxiv.org/abs/1704.07157 https://dx.doi.org/10.48550/arxiv.1704.07157 BASE Hide details 35 Human and Machine Judgements for Russian Semantic Relatedness ... Panchenko, Alexander; Ustalov, Dmitry; Arefyev, Nikolay. - : arXiv, 2017 BASE Show details 36 Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl ... Panchenko, Alexander; Ruppert, Eugen; Faralli, Stefano. - : arXiv, 2017 BASE Show details 37 Unsupervised does not mean uninterpretable : the case for word sense induction and disambiguation Biemann, Chris; Ponzetto, Simone Paolo; Ruppert, Eugen. - : Association for Computational Linguistics, 2017 BASE Show details 38 Unsupervised, knowledge-free, and interpretable word sense disambiguation Faralli, Stefano; Panchenko, Alexander; Marten, Fide. - : Association for Computational Linguistics, 2017 BASE Show details 39 The ContrastMedium algorithm : taxonomy induction from noisy knowledge graphs with just a few links Faralli, Stefano; Panchenko, Alexander; Biemann, Chris. - : Association for Computational Linguistics, 2017 BASE Show details 40 Negative sampling improves hypernymy extraction based on projection learning Panchenko, Alexander; Arefyev, Nikolay; Ustalov, Dmitry. - : Association for Computational Linguistics, 2017 BASE Show details Page: 1 2 3

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