🧑‍🔬 Matthew Shardlow — all works

26 works · ← Matthew Shardlow

1. A Comparison of Techniques to Automatically Identify Complex Words.Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research WorkshopMatthew Shardlow2013 · 156 citations
2. SemEval-2021 Task 1: Lexical Complexity PredictionInternational Workshop on Semantic Evaluation (SemEval)Matthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, et al.2021 · 155 citations
3. Out in the Open: Finding and Categorising Errors in the Lexical Simplification PipelineProceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) · original ↗ · no summary yetShardlow, Matthew2014 · 88 citations
4. Findings of the TSAR-2022 Shared Task on Multilingual Lexical SimplificationProceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022) · original ↗ · no summary yetHoracio Saggion et al.2022 · 77 citations
5. BLESS: Benchmarking Large Language Models on Sentence SimplificationProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · original ↗ · no summary yetTannon Kew et al.2023 · 74 citations
6. Lexical Simplification Benchmarks for English, Portuguese, and SpanisharXiv:2209.05301 · original ↗ · no summary yetSanja Stajner et al.2022 · 60 citations
7. Neural Text Simplification of Clinical Letters with a Domain Specific Phrase TableProceedings of the 57th Annual Meeting of the Association for Computational Linguistics · original ↗ · no summary yetMatthew Shardlow, Raheel Nawaz2019 · 50 citations
8. Predicting Lexical Complexity in English Texts: The Complex 2.0 DatasetLanguage Resources and EvaluationMatthew Shardlow, Richard Evans, Marcos Zampieri2021 · 49 citations
9. The BEA 2024 Shared Task on the Multilingual Lexical Simplification PipelineProceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2024) · original ↗ · no summary yetMatthew Shardlow et al.2024 · 42 citations
10. Deep Learning Approaches to Lexical Simplification: A SurveyarXiv:2305.12000 · original ↗ · no summary yetKai North et al.2023 · 40 citations
11. An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS FrameworkProceedings of the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI) @ LREC-COLING 2024 · original ↗ · no summary yetMatthew Shardlow et al.2024 · 20 citations
12. CombiNMT: An Exploration into Neural Text Simplification ModelsProceedings of the Twelfth Language Resources and Evaluation Conference · original ↗ · no summary yetMichael Cooper, Matthew Shardlow2020 · 18 citations
13. Investigating Text Simplification EvaluationFindings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · original ↗ · no summary yetLaura Vásquez-Rodríguez et al.2021 · 15 citations
14. Multi-Word Lexical SimplificationProceedings of the 28th International Conference on Computational Linguistics · original ↗ · no summary yetPiotr Przybyła, Matthew Shardlow2020 · 13 citations
15. UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical SimplificationProceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022) · original ↗ · no summary yetLaura Vásquez-Rodríguez et al.2022 · 12 citations
16. Simple TICO-19: A Dataset for Joint Translation and Simplification of COVID-19 TextsProceedings of the Thirteenth Language Resources and Evaluation Conference · original ↗ · no summary yetMatthew Shardlow, Fernando Alva-Manchego2022 · 11 citations
17. MultiLS: A Multi-task Lexical Simplification FrameworkarXiv:2402.14972 · original ↗ · no summary yetKai North et al.2024 · 10 citations
18. MultiLS: An End-to-End Lexical Simplification FrameworkProceedings of the Third Workshop on Text Simplification, Accessibility and Readability (TSAR 2024) · original ↗ · no summary yetKai North et al.2024 · 7 citations
19. ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information RetrievalProceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) · original ↗ · no summary yetKai North et al.2023 · 7 citations
20. Large Language Models for Biomedical Text Simplification: Promising But Not There YetarXiv:2408.03871 · original ↗ · no summary yetZihao Li et al.2024 · 6 citations
21. An Investigation into the Effect of Control Tokens on Text SimplificationProceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022) · original ↗ · no summary yetZihao Li, Matthew Shardlow, Saeed Hassan2022 · 5 citations
22. Simple is not Enough: Document-level Text Simplification using Readability and CoherencearXiv:2412.18655 · original ↗ · no summary yetLaura Vasquez-Rodriguez et al.2024 · 4 citations
23. Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-TuningProceedings of the Fourth Workshop on Text Simplification, Accessibility and Readability (TSAR 2025) · original ↗ · no summary yetPablo Romero, Zihao Li, Matthew Shardlow2025 · 1 citation
24. Benchmarking Check-Worthiness Models on LLM Generated ClaimsProceedings of the 1st Workshop on Information Disorder (InDor) @ LREC 2026 · original ↗ · no summary yetCharlie George Roadhouse, Matthew Shardlow, Ashley Williams2026
25. GPT-Based Lexical Simplification for Multi-Word Expressions Using Prompt EngineeringProceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era · original ↗ · no summary yetSardar Khan Khayamkhani, Matthew Shardlow2025
26. Text Simplification with Sentence EmbeddingsarXiv:2510.24365 · original ↗ · no summary yetMatthew Shardlow2025

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/matthew-shardlow/works/