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Semantic Data Set Construction from Human Clustering and Spatial Arrangement ...
Majewska, Olga; McCarthy, Diana; Van Den Bosch, Jasper JF; Kriegeskorte, Nikolaus; Vulic, Ivan; Korhonen, Anna. - : Apollo - University of Cambridge Repository, 2021
Abstract: Abstract Research into representation learning models of lexical semantics usually utilizes some form of intrinsic evaluation to ensure that the learned representations reflect human semantic judgments. Lexical semantic similarity estimation is a widely used evaluation method, but efforts have typically focused on pairwise judgments of words in isolation, or are limited to specific contexts and lexical stimuli. There are limitations with these approaches that either do not provide any context for judgments, and thereby ignore ambiguity, or provide very specific sentential contexts that cannot then be used to generate a larger lexical resource. Furthermore, similarity between more than two items is not considered. We provide a full description and analysis of our recently proposed methodology for large-scale data set construction that produces a semantic classification of a large sample of verbs in the first phase, as well as multi-way similarity judgments made within the resultant semantic classes in the ...
URL: https://dx.doi.org/10.17863/cam.76712
https://www.repository.cam.ac.uk/handle/1810/329262
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2
Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets ...
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3
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples ...
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4
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples ...
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5
Quantifying lexical usage: vocabulary pertaining to ecosystems and the environment
Burgess, Jacquelin; Wild, Kate; McCarthy, Diana. - : Edinburgh University Press, 2021
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6
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis ...
Majewska, Olga; Vulic, Ivan; McCarthy, Diana. - : Apollo - University of Cambridge Repository, 2020
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7
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis ...
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8
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis
Majewska, Olga; Vulic, Ivan; McCarthy, Diana. - : International Committee on Computational Linguistics, 2020. : https://www.aclweb.org/anthology/2020.coling-main.423, 2020. : Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), 2020
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9
Investigating the cross-lingual translatability of VerbNet-style classification. ...
Majewska, Olga; Vulić, Ivan; McCarthy, Diana. - : Apollo - University of Cambridge Repository, 2018
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10
Investigating the cross-lingual translatability of VerbNet-style classification.
Majewska, Olga; Vulić, Ivan; McCarthy, Diana. - : Springer Science and Business Media LLC, 2018. : Lang Resour Eval, 2018
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11
Licensing Complex Prepositions via Lexical Constraints
Trawiński, Beata [Verfasser]; Bond, Francis [Herausgeber]; Korhonen, Anna [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2017
DNB Subject Category Language
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12
Investigating the cross-lingual translatability of VerbNet-style classification [<Journal>]
Majewska, Olga [Verfasser]; Vulić, Ivan [Sonstige]; McCarthy, Diana [Sonstige].
DNB Subject Category Language
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13
Word Sense Clustering and Clusterability
In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01838502 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2016, 42, pp.245-275. &#x27E8;10.1162/COLI&#x27E9; (2016)
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14
Integrating character representations into Chinese word embedding
Chen, Xingyuan; Jin, Peng; McCarthy, Diana Frances. - : Springer International Publishing, 2016
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15
Inferences during reading
Ratcliff, Roger; Broek, Paul van den; Cain, Kate. - Cambridge : Cambridge University Press, 2015
BLLDB
UB Frankfurt Linguistik
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16
Semantic clustering of pivot paraphrases
In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01838559 ; International Conference on Language Resources and Evaluation, Jan 2014, Reykjavik, Iceland (2014)
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17
A lexicographic appraisal of an automatic approach for detecting new wordsenses
In: Electronic lexicography in the 21st century: thinking outside the paper. Proceedings of the eLex 2013 conference, 17 - 19 October 2013, Tallinn, Estonia (2013), 49-65
IDS OBELEX meta
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18
Quantifying lexical usage: vocabulary pertaining to ecosystems and the environment
In: Corpora. - Edinburgh : Univ. Press 8 (2013) 1, 53-79
BLLDB
OLC Linguistik
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19
Quantifying lexical usage: vocabulary pertaining to ecosystems and the environment
Church, Andrew; McCarthy, Diana; Wild, Kate. - : Edinburgh University Press, 2013
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20
Finding Meaning in Context Using Graph Algorithms in Mono- and Cross-lingual Settings
Sinha, Ravi Som. - : University of North Texas, 2013
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