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SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ...
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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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Abstract:
Sentence Simplification (SS) aims to modify a sentence in order to make it easier to read and understand. In order to do so, several rewriting transformations can be performed such as replacement, reordering, and splitting. Executing these transformations while keeping sentences grammatical, preserving their main idea, and generating simpler output, is a challenging and still far from solved problem. In this article, we survey research on SS, focusing on approaches that attempt to learn how to simplify using corpora of aligned original-simplified sentence pairs in English, which is the dominant paradigm nowadays. We also include a benchmark of different approaches on common data sets so as to compare them and highlight their strengths and limitations. We expect that this survey will serve as a starting point for researchers interested in the task and help spark new ideas for future developments.
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Keyword:
Computational linguistics. Natural language processing; P98-98.5
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URL: https://doi.org/10.1162/coli_a_00370 https://doaj.org/article/78e8b586e63a403bb8d3fb532c661043
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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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