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Word Sense Disambiguation for 158 Languages using Word Embeddings Only ...
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TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration ...
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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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HHMM at SemEval-2019 Task 2: Unsupervised frame induction using contextualized word embeddings
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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 ...
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Abstract:
The paper describes the results of the first shared task on word sense induction (WSI) for the Russian language. While similar shared tasks were conducted in the past for some Romance and Germanic languages, we explore the performance of sense induction and disambiguation methods for a Slavic language that shares many features with other Slavic languages, such as rich morphology and virtually free word order. The participants were asked to group contexts of a given word in accordance with its senses that were not provided beforehand. For instance, given a word "bank" and a set of contexts for this word, e.g. "bank is a financial institution that accepts deposits" and "river bank is a slope beside a body of water", a participant was asked to cluster such contexts in the unknown in advance number of clusters corresponding to, in this case, the "company" and the "area" senses of the word "bank". For the purpose of this evaluation campaign, we developed three new evaluation datasets based on sense inventories ... : In the Proceedings of the 24rd International Conference on Computational Linguistics and Intellectual Technologies (Dialogue'2018), Moscow, Russia. RGGU ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1803.05795 https://arxiv.org/abs/1803.05795
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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 ...
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RUSSE'2018: Human-Annotated Sense-Disambiguated Word Contexts for Russian ...
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An unsupervised word sense disambiguation system for under-resourced languages
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RUSSE'2018 : a shared task on word sense induction for the Russian language
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