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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 Hits 1 – 14 of 14 1 Multi-sense embeddings through a word sense disambiguation process ... Ruas, Terry; Grosky, William; Aizawa, Aiko. - : arXiv, 2021 Abstract: Natural Language Understanding has seen an increasing number of publications in the last few years, especially after robust word embeddings models became prominent, when they proved themselves able to capture and represent semantic relationships from massive amounts of data. Nevertheless, traditional models often fall short in intrinsic issues of linguistics, such as polysemy and homonymy. Any expert system that makes use of natural language in its core, can be affected by a weak semantic representation of text, resulting in inaccurate outcomes based on poor decisions. To mitigate such issues, we propose a novel approach called Most Suitable Sense Annotation (MSSA), that disambiguates and annotates each word by its specific sense, considering the semantic effects of its context. Our approach brings three main contributions to the semantic representation scenario: (i) an unsupervised technique that disambiguates and annotates words by their senses, (ii) a multi-sense embeddings model that can be extended to ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2101.08700 https://arxiv.org/abs/2101.08700 BASE Hide details 2 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : arXiv, 2021 BASE Show details 3 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : figshare, 2021 BASE Show details 4 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : figshare, 2021 BASE Show details 5 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : figshare, 2021 BASE Show details 6 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : figshare, 2021 BASE Show details 7 Detecting Cross-Language Plagiarism using Open Knowledge Graphs ... Stegmüller, Johannes; Bauer-Marquart, Fabian; Meuschke, Norman. - : figshare, 2021 BASE Show details 8 Incorporating Word Sense Disambiguation in Neural Language Models ... Wahle, Jan Philip; Ruas, Terry; Meuschke, Norman. - : arXiv, 2021 BASE Show details 9 Enhanced word embeddings using multi-semantic representation through lexical chains ... Ruas, Terry; Ferreira, Charles Henrique Porto; Grosky, William. - : arXiv, 2021 BASE Show details 10 Enhanced word embeddings using multi-semantic representation through lexical chains ... Ruas, Terry; Ferreira, Charles H. P.; Grosky, William. - : University of Michigan, 2019 BASE Show details 11 Semantic Feature Extraction Using Multi-Sense Embeddings and Lexical Chains Ruas, Terry L.. - 2019 BASE Show details 12 Multi-sense Embeddings through a Word Sense Disambiguation Process Ruas, Terry; Grosky, William; Aizawa, Akiko. - 2018 BASE Show details 13 Semantic-Based Document Retrieval Using Spatial Distributions of Concepts ... Ruas, Terry L.;Grosky, William I.. - : University of Michigan, 2017 BASE Show details 14 Exploring and Expanding the Use of Lexical Chains in Information Retrieval Ruas, Terry; Grosky, William. - 2017 BASE Show details

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