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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 – 10 of 10 1 Word Sense Induction with Attentive Context Clustering Stekel, Moshe; Azaria, Amos; Gordin, Shai In: https://hal.archives-ouvertes.fr/hal-03586559 ; 2022 (2022) Abstract: This paper presents ACCWSI (Attentive Context Clustering WSI), a method for Word Sense Induction, suitable for languages with limited resources. Pretrained on a small corpus and given an ambiguous word (a query word) and a set of excerpts that contain it, ACCWSI uses an attention mechanism for generating context-aware embeddings, distinguishing between the different senses assigned to the query word. These embeddings are then clustered to provide groups of main common uses of the query word. We show that ACCWSI performs well on the SemEval-2 2010 WSI task. ACCWSI also demonstrates practical applicability for shedding light on the meanings of ambiguous words in ancient languages, such as Classical Hebrew and Akkadian. In the near future, we intend to turn ACCWSI into a practical tool for linguists and historians. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; clustering; nlp; wsd; wsi URL: https://hal.archives-ouvertes.fr/hal-03586559 https://hal.archives-ouvertes.fr/hal-03586559v3/document https://hal.archives-ouvertes.fr/hal-03586559v3/file/accwsi.pdf BASE Hide details 2 Word Sense Induction with Attentive Context Clustering Stekel, Moshe; Azaria, Amos; Gordin, Shai In: https://hal.inria.fr/hal-03586559 ; 2022 (2022) BASE Show details 3 Word Sense Induction with Attentive Context Clustering Azaria, Amos; Gordin, Shai; Stekel, Moshe In: https://hal.archives-ouvertes.fr/hal-03586559 ; 2022 (2022) BASE Show details 4 Reading Akkadian cuneiform using natural language processing Gordin, Shai; Gutherz, Gai; Elazary, Ariel... In: PLOS One (2020) BASE Show details 5 Reading Akkadian cuneiform using natural language processing Gordin, Shai; Gutherz, Gai; Elazary, Ariel... In: PLoS One (2020) BASE Show details 6 Band 5. K Friedrich, Johannes Verfasser]; Groddek, Detlev Herausgeber]. - 2017 DNB Subject Category Language Show details 7 Hittite Scribal Circles : Scholarly Tradition and Writing Habits Gordin, Shai [Verfasser]. - Wiesbaden : Harrassowitz, O, 2016 DNB Subject Category Language Show details 8 Hittite scribal circles : scholarly tradition and writing habits Gordin, Shai. - Wiesbaden : Harrassowitz Verlag, 2015 Institut für Empirische Sprachwissenschaft UB Frankfurt Linguistik Show details 9 Visualizing knowledge and creating meaning in ancient writing systems Gordin, Shai [Mitwirkender]. - Gladbeck : PeWe-Verl., 2014 DNB Subject Category Language Show details 10 Anatolian Hieroglyphs: Logogram vs Ideogram Weeden, Mark. - : PeWe-Verlag, 2014 BASE Show details

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