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SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ...
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Abstract:
This paper presents the shared task on Multilingual Idiomaticity Detection and Sentence Embedding, which consists of two subtasks: (a) a binary classification one aimed at identifying whether a sentence contains an idiomatic expression, and (b) a task based on semantic text similarity which requires the model to adequately represent potentially idiomatic expressions in context. Each subtask includes different settings regarding the amount of training data. Besides the task description, this paper introduces the datasets in English, Portuguese, and Galician and their annotation procedure, the evaluation metrics, and a summary of the participant systems and their results. The task had close to 100 registered participants organised into twenty five teams making over 650 and 150 submissions in the practice and evaluation phases respectively. ... : Data available at https://github.com/H-TayyarMadabushi/SemEval_2022_Task2-idiomaticity and competition website at https://sites.google.com/view/semeval2022task2-idiomaticity ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2204.10050 https://dx.doi.org/10.48550/arxiv.2204.10050
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Improving Tokenisation by Alternative Treatment of Spaces ...
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NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese ...
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Multistage BiCross encoder for multilingual access to COVID-19 health information ...
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Multistage BiCross encoder for multilingual access to COVID-19 health information
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In: PLoS One (2021)
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The (un)suitability of automatic evaluation metrics for text simplification
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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
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In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889823 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States (2020)
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Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis ...
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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ...
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Linguistic analysis model for monitoring user reaction on satirical news for brazilian portuguese
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ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations
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Data-Driven Sentence Simplification: Survey and Benchmark
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In: Computational Linguistics, Vol 46, Iss 1, Pp 135-187 (2020) (2020)
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Text Simplification From Professionally Produced Corpora ...
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SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ...
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SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ...
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Text Simplification From Professionally Produced Corpora ...
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SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ...
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SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ...
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Sheffield submissions for the WMT18 quality estimation shared task
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In: 807 ; 813 (2018)
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