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Lexical simplification (LS) aims to replace complex words in a given sentence with their simpler alternatives of equivalent meaning, to simplify the sentence.
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M. Shardlow, A comparison of techniques to automatically identify complex words., in: 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop, 2013, pp. 103–109
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C. Horn, C. Manduca, D. Kauchak, Learning a lexical simplifier using wikipedia, in: ACL, Volume 2: Short Papers, 2014, pp. 458–463
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H. Saggion, Automatic text simplification, Synthesis Lectures on Human Language Technologies 10 (1) (2017) 1–137
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G. Paetzold, L. Specia, Lexical simplification with neural ranking, in: ACL: Volume 2, Short Papers, 2017, pp. 34–40
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Cited alongside, same era.
G. Glavaš, S. Štajner, Simplifying lexical simplification: do we need simplified corpora?, in: ACL, 2015, pp. 63–68
2015
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W. Xu, C. Callison-Burch, C. Napoles, Problems in current text simplification research: New data can help, TACL 3 (1) (2015) 283–297
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S. Štajner, H. Béchara, H. Saggion, A deeper exploration of the standard pb-smt approach to text simplification and its evaluation, in: ACL, 2015, pp. 823–828
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W. Hwang, H. Hajishirzi, M. Ostendorf, W. Wu, Aligning sentences from standard wikipedia to simple wikipedia, in: ACL, 2015, pp. 211–217
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G. Paetzold, L. Specia, Lexenstein: A framework for lexical simplification, in: Proceedings of ACL-IJCNLP 2015 System Demonstrations, 2015, pp. 85–90
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G. H. Paetzold, L. Specia, Unsupervised lexical simplification for non-native speakers., in: AAAI, 2016, pp. 3761–3767
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E. Pavlick, C. Callison-Burch, Simple ppdb: A paraphrase database for simplification, in: ACL: Volume 2, Short Papers, 2016, pp. 143–148
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2017
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S. M. Yimam, S. Štajner, M. Riedl, C. Biemann, Cwig3g2-complex word identification task across three text genres and two user groups, in: Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers), 2017, pp. 401–407
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M. Maddela, W. Xu, A word-complexity lexicon and a neural readability ranking model for lexical simplification, in: EMNLP, 2018, pp. 3749–3760
2018
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R. Kriz, E. Miltsakaki, M. Apidianaki, C. Callisonburch, Simplification using paraphrases and context-based lexical substitution, in: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018, pp. 207–217
2018
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S. Gooding, E. Kochmar, Recursive context-aware lexical simplification, in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, pp. 4855–4865
2019
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S. Gooding, E. Kochmar, Complex word identification as a sequence labelling task, in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, pp. 1148–1153
2019
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Y. Dong, Z. Li, M. Rezagholizadeh, J. C. K. Cheung, Editnts: An neural programmer-interpreter model for sentence simplification through explicit editing, in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, pp. 3393–3402
2019
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W. Zhou, T. Ge, K. Xu, F. Wei, M. Zhou, Bert-based lexical substitution, in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, pp. 3368–3373
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