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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 49 1 Detecting Text Formality: A Study of Text Classification Approaches ... Dementieva, Daryna; Trifinov, Ivan; Likhachev, Andrey. - : arXiv, 2022 BASE Show details 2 Taxonomy Enrichment with Text and Graph Vector Representations ... Nikishina, Irina; Tikhomirov, Mikhail; Logacheva, Varvara. - : arXiv, 2022 BASE Show details 3 Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates ... Shelmanov, Artem; Puzyrev, Dmitri; Kupriyanova, Lyubov. - : arXiv, 2021 BASE Show details 4 Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Cichocki, Andrzej; Panchenko, Alexander. - : Underline Science Inc., 2021 BASE Show details 5 RUSSE'2020: Findings of the First Taxonomy Enrichment Task for the Russian language ... Nikishina, Irina; Logacheva, Varvara; Panchenko, Alexander. - : arXiv, 2020 BASE Show details 6 Word Sense Disambiguation for 158 Languages using Word Embeddings Only ... Logacheva, Varvara; Teslenko, Denis; Shelmanov, Artem. - : arXiv, 2020 BASE Show details 7 Studying Taxonomy Enrichment on Diachronic WordNet Versions ... Nikishina, Irina; Panchenko, Alexander; Logacheva, Varvara. - : arXiv, 2020 BASE Show details 8 A Comparative Study of Lexical Substitution Approaches based on Neural Language Models ... Arefyev, Nikolay; Sheludko, Boris; Podolskiy, Alexander. - : arXiv, 2020 BASE Show details 9 Making Fast Graph-based Algorithms with Graph Metric Embeddings ... Kutuzov, Andrey; Dorgham, Mohammad; Oliynyk, Oleksiy; Biemann, Chris; Panchenko, Alexander. - : arXiv, 2019 Abstract: The computation of distance measures between nodes in graphs is inefficient and does not scale to large graphs. We explore dense vector representations as an effective way to approximate the same information: we introduce a simple yet efficient and effective approach for learning graph embeddings. Instead of directly operating on the graph structure, our method takes structural measures of pairwise node similarities into account and learns dense node representations reflecting user-defined graph distance measures, such as e.g.the shortest path distance or distance measures that take information beyond the graph structure into account. We demonstrate a speed-up of several orders of magnitude when predicting word similarity by vector operations on our embeddings as opposed to directly computing the respective path-based measures, while outperforming various other graph embeddings on semantic similarity and word sense disambiguation tasks and show evaluations on the WordNet graph and two knowledge base graphs. ... : In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL'2019). Florence, Italy ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1906.07040 https://dx.doi.org/10.48550/arxiv.1906.07040 BASE Hide details 10 On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ... Jana, Abhik; Puzyrev, Dmitry; Panchenko, Alexander. - : arXiv, 2019 BASE Show details 11 Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings ... Aly, Rami; Acharya, Shantanu; Ossa, Alexander. - : arXiv, 2019 BASE Show details 12 Hypernyms extracted from a large text corpus using Hearst lexical-syntactic patterns ... Panchenko, Alexander. - : Zenodo, 2019 BASE Show details 13 Hypernyms extracted from a large text corpus using Hearst lexical-syntactic patterns ... Panchenko, Alexander. - : Zenodo, 2019 BASE Show details 14 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 15 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 16 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 17 Watset: Local-global graph clustering with applications in sense and frame induction Panchenko, Alexander; Biemann, Chris; Ustalov, Dmitry. - : MIT Press, 2019 BASE Show details 18 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 19 RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language ... Panchenko, Alexander; Lopukhina, Anastasiya; Ustalov, Dmitry. - : arXiv, 2018 BASE Show details 20 Sentiment Index of the Russian Speaking Facebook ... Panchenko, Alexander. - : arXiv, 2018 BASE Show details Page: 1 2 3

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