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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 1 – 20 of 50 1 Graphs, Computation, and Language ... Ustalov, Dmitry. - : Zenodo, 2021 BASE Show details 2 Graphs, Computation, and Language ... Ustalov, Dmitry. - : Zenodo, 2021 BASE Show details 3 Word Sense Disambiguation for 158 Languages using Word Embeddings Only ... Logacheva, Varvara; Teslenko, Denis; Shelmanov, Artem. - : arXiv, 2020 BASE Show details 4 Graphs, Computation, and Language ... Ustalov, Dmitry. - : Zenodo, 2020 BASE Show details 5 TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration ... The 28th International Conference on Computational Linguistics 2020; Jansen, Peter; Ustalov, Dmitry. - : Underline Science Inc., 2020 BASE Show details 6 Artificial intelligence and natural language : 8th Conference, AINL 2019, Tartu, Estonia, November 20-22, 2019 : proceedings Ustalov, Dmitry (Herausgeber); Filchenkov, Andrey (Herausgeber); Pivovarova, Lidia (Herausgeber). - Cham, Switzerland : Springer, 2019 BLLDB UB Frankfurt Linguistik Show details 7 Datasets for Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ... Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : Zenodo, 2019 BASE Show details 8 Datasets for Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ... Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : Zenodo, 2019 BASE Show details 9 HHMM at SemEval-2019 Task 2: Unsupervised frame induction using contextualized word embeddings Arefyev, Nikolay; Panchenko, Alexander; Anwar, Saba. - : Association for Computational Linguistics, ACL, 2019 BASE Show details 10 Watset: Local-global graph clustering with applications in sense and frame induction Panchenko, Alexander; Biemann, Chris; Ustalov, Dmitry; Ponzetto, Simone Paolo. - : MIT Press, 2019 Abstract: We present a detailed theoretical and computational analysis of the Watset meta-algorithm for fuzzy graph clustering, which has been found to be widely applicable in a variety of domains. This algorithm creates an intermediate representation of the input graph that reflects the “ambiguity” of its nodes. It uses hard clustering to discover clusters in this “disambiguated” intermediate graph. After outlining the approach and analyzing its computational complexity, we demonstrate that Watset shows competitive results in three applications: unsupervised synset induction from a synonymy graph, unsupervised semantic frame induction from dependency triples, and unsupervised semantic class induction from a distributional thesaurus. Our algorithm is generic and can be also applied to other networks of linguistic data. Keyword: 004 Informatik URL: https://madoc.bib.uni-mannheim.de/48979/ https://www.mitpressjournals.org/doi/full/10.1162/coli_a_00354 https://doi.org/10.1162/coli_a_00354 BASE Hide details 11 RUSSE'2018 : a shared task on word sense induction for the Russian language Panchenko, Alexander [Verfasser]; Lopukhina, Anastasiya [Verfasser]; Ustalov, Dmitry [Verfasser]. - Mannheim : Universitätsbibliothek Mannheim, 2018 DNB Subject Category Language Show details 12 RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language ... Panchenko, Alexander; Lopukhina, Anastasiya; Ustalov, Dmitry. - : arXiv, 2018 BASE Show details 13 Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ... Ustalov, Dmitry; Panchenko, Alexander; Biemann, Chris. - : arXiv, 2018 BASE Show details 14 RUSSE: The First Workshop on Russian Semantic Similarity ... Panchenko, Alexander; Loukachevitch, Natalia; Ustalov, Dmitry. - : arXiv, 2018 BASE Show details 15 An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages ... Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : arXiv, 2018 BASE Show details 16 RUSSE'2018: Human-Annotated Sense-Disambiguated Word Contexts for Russian ... Ustalov, Dmitry. - : Zenodo, 2018 BASE Show details 17 RUSSE'2018: Human-Annotated Sense-Disambiguated Word Contexts for Russian ... Ustalov, Dmitry. - : Zenodo, 2018 BASE Show details 18 Unsupervised semantic frame induction using triclustering Panchenko, Alexander; Kutuzov, Andrei; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2018 BASE Show details 19 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 20 RUSSE'2018 : a shared task on word sense induction for the Russian language Panchenko, Alexander; Lopukhina, Anastasiya; Ustalov, Dmitry. - : RSUH, 2018 BASE Show details Page: 1 2 3

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