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Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2021
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Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2021
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Word Sense Disambiguation for 158 Languages using Word Embeddings Only ...
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Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2020
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TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration ...
Abstract: The 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration tasks participants with regenerating large detailed multi-fact explanations for standardized science exam questions. Given a question, correct answer, and knowledge base, models must rank each fact in the knowledge base such that facts most likely to appear in the explanation are ranked highest. Explanations consist of an average of 6 (and as many as 16) facts that span both core scientific knowledge and world knowledge, and form an explicit lexically-connected "explanation graph" describing how the facts interrelate. In this second iteration of the explanation regeneration shared task, participants are supplied with more than double the training and evaluation data of the first shared task, as well as a knowledge base nearly double in size, both of which expand into more challenging scientific topics that increase the difficulty of the task. In total 10 teams participated, and 5 teams submitted system description papers. The ...
Keyword: Computer and Information Science; Information and Knowledge Engineering; Intelligent System; Natural Language Processing; Neural Network
URL: https://underline.io/lecture/6664-textgraphs-2020-shared-task-on-multi-hop-inference-for-explanation-regeneration
https://dx.doi.org/10.48448/c0g6-pm24
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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
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Datasets for Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ...
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Datasets for Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ...
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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
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Watset: Local-global graph clustering with applications in sense and frame induction
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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
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RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language ...
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Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ...
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RUSSE: The First Workshop on Russian Semantic Similarity ...
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An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages ...
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RUSSE'2018: Human-Annotated Sense-Disambiguated Word Contexts for Russian ...
Ustalov, Dmitry. - : Zenodo, 2018
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RUSSE'2018: Human-Annotated Sense-Disambiguated Word Contexts for Russian ...
Ustalov, Dmitry. - : Zenodo, 2018
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18
Unsupervised semantic frame induction using triclustering
Panchenko, Alexander; Kutuzov, Andrei; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2018
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An unsupervised word sense disambiguation system for under-resourced languages
Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : European Language Resources Association, ELRA-ELDA, 2018
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RUSSE'2018 : a shared task on word sense induction for the Russian language
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