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The CLASSLA-StanfordNLP model for lemmatisation of non-standard Croatian 1.1
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The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.1
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SemEval-2020 Task 3: Graded Word Similarity in Context
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Santos Armendariz, Carlos; Purver, Matthew; Pollak, Senja; Ljubesic, Nikola; Ulcar, Matej; Vulic, Ivan; Pilehvar, Mohammad Taher. - : International Committee for Computational Linguistics, 2020. : https://www.aclweb.org/anthology/2020.semeval-1.3, 2020. : Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020), 2020
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Abstract:
This paper presents the Graded Word Similarity in Context (GWSC) task which asked participants to predict the effects of context on human perception of similarity in English, Croatian, Slovene and Finnish. We received 15 submissions and 11 system description papers. A new dataset (CoSimLex) was created for evaluation in this task: it contains pairs of words, each annotated within two short text passages. Systems beat the baselines by significant margins, but few did well in more than one language or subtask. Almost every system employed a Transformer model, but with many variations in the details: WordNet sense embeddings, translation of contexts, TF-IDF weightings, and the automatic creation of datasets for fine-tuning were all used to good effect.
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URL: https://www.repository.cam.ac.uk/handle/1810/315096 https://doi.org/10.17863/CAM.62203
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XML-Encoding of a spoken Serbian corpus targeting forms of address
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In: Lemmenmeier-Batinić, Dolores; Ljubešić, Nikola; Samardžić, Tanja (2020). XML-Encoding of a spoken Serbian corpus targeting forms of address. In: Conference on Language Technologies & Digital Humanities, Ljubljana, 24 September 2020 - 25 September 2020, 127-130. (2020)
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The Image of the Monolingual Dictionary Across Europe. Results of the European Survey of Dictionary use and Culture
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In: ISSN: 0950-3846 ; EISSN: 1477-4577 ; International Journal of Lexicography ; https://hal.archives-ouvertes.fr/hal-03512668 ; International Journal of Lexicography, Oxford University Press (OUP), 2019 (2019)
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The CLASSLA-StanfordNLP model for UD dependency parsing of standard Croatian
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The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian
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The CLASSLA-StanfordNLP model for lemmatisation of standard Serbian
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