Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes

Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes

International Conference on Agents and Artificial Intelligence (ICAART), 2025

6 February 2025

Stephen Meisenbacher

Florian Matthes

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Papers citing "Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes"

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Title
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models Stephen Meisenbacher Maulik Chevli Juraj Vladika Florian Matthes 233 21 0 30 Jun 2024
ParaLS: Lexical Substitution via Pretrained ParaphraserAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jipeng Qiang Kang Liu Yun Li Yunhao Yuan Yi Zhu KELM 251 15 0 14 May 2023
Lexical Simplification Benchmarks for English, Portuguese, and SpanishFrontiers in Artificial Intelligence (FAI), 2022 Sanja Štajner Daniel Ferrés Matthew Shardlow Kai North Marcos Zampieri Horacio Saggion 187 34 0 12 Sep 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution George Michalopoulos I. McKillop Alexander Wong Helen H. Chen 273 21 0 11 Jul 2021
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and QualityNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Mina Lee Chris Donahue Robin Jia Alexander Iyabor Abigail Z. Jacobs 155 21 0 08 Jun 2021
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline David Helbig Enrica Troiano Roman Klinger 131 10 0 15 May 2020
Paraphrase Generation with Latent Bag of WordsNeural Information Processing Systems (NeurIPS), 2020 Yao Fu Yansong Feng John P. Cunningham BDL 226 101 0 07 Jan 2020
Controlling Text Complexity in Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Sweta Agrawal Marine Carpuat 196 59 0 03 Nov 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-NetworksConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Nils Reimers Iryna Gurevych 1.9K 15,317 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 2.7K 27,671 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language UnderstandingNeural Information Processing Systems (NeurIPS), 2019 Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 869 9,044 0 19 Jun 2019
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 660 6,666 0 04 Sep 2015