How May I Help You? Using Neural Text Simplification to Improve
Downstream NLP Tasks

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How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

10 September 2021

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Papers citing "How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks"

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Title
QueryBandits for Hallucination Mitigation: Exploiting Semantic Features for No-Regret Rewriting Nicole Cho William Watson Alec Koppel Sumitra Ganesh Manuela Veloso AAML 120 0 0 22 Aug 2025
Can summarization approximate simplification? A gold standard comparison Giacomo Magnifico Eduard Barbu 145 0 0 28 Jan 2025
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? Miriam Anschütz Edoardo Mosca Georg Groh 143 1 0 10 Apr 2024
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL), 2023 Sweta Agrawal Marine Carpuat 196 18 0 15 Dec 2023
Can Knowledge Graphs Simplify Text?International Conference on Information and Knowledge Management (CIKM), 2023 Anthony Colas Haodi Ma Xuanli He Yang Bai D. Wang 202 5 0 14 Aug 2023
MCTS: A Multi-Reference Chinese Text Simplification DatasetInternational Conference on Language Resources and Evaluation (LREC), 2023 Ruining Chong Luming Lu Liner Yang Jinran Nie Zhenghao Liu Shuo Wang Shuhan Zhou Yaoxin Li Erhong Yang 164 1 0 05 Jun 2023
Syntactic Complexity Identification, Measurement, and Reduction Through Controlled Syntactic Simplification M. Salman A. Haller Sergio J. Rodríguez Méndez 95 4 0 16 Apr 2023
A New Aligned Simple German CorpusAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Vanessa Toborek M. Busch M. Bossert Christian Bauckhage Pascal Welke 152 18 0 02 Sep 2022