Resources
Books and Surveys
Tutorials
Papers
- The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline (Shardlow et al., BEA 2024)
- BLESS: Benchmarking Large Language Models on Sentence Simplification (Kew et al., EMNLP 2023)
- LENS: A Learnable Evaluation Metric for Text Simplification (Maddela et al., ACL 2023)
- Revisiting non-English Text Simplification: A Unified Multilingual Benchmark (Ryan et al., ACL 2023)
- Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022) (Štajner et al., TSAR 2022)
- Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification (Saggion et al., TSAR 2022)
- Lexical Simplification Benchmarks for English, Portuguese, and Spanish (Štajner et al., Froniers in AI 2022)
- Predicting Lexical Complexity in English Texts: The Complex 2.0 Dataset (Shardlow et al., LRE 2022)
- The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification (Alva-Manchego et al., CL 2021)
- SemEval-2021 Task 1: Lexical Complexity Prediction (Shardlow et al., SemEval 2021)
- Automatic Text Simplification for Social Good: Progress and Challenges (Stajner, Findings 2021)
- Controllable Text Simplification with Explicit Paraphrasing (Maddela et al., NAACL 2021)
- Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer (Sheang & Saggion, INLG 2021)
- Neural CRF Model for Sentence Alignment in Text Simplification (Jiang et al., ACL 2020)
- Automatic Text Simplification Tools for Deaf and Hard of Hearing Adults: Benefits of Lexical Simplification and Providing Users with Autonomy (Alonzo et al., CHI 2020)
- Controllable Sentence Simplification (Martin et al., LREC 2020)
- EASIER System. Language Resources for Cognitive Accessibility (Moreno et al., ASSETS 2020)
- Improving lexical coverage of text simplification systems for Spanish (Štajner et al., Expert Syst. Appl 2019)
- A Report on the Complex Word Identification Shared Task 2018 (Yimam et al., BEA 2018)
- BLEU is Not Suitable for the Evaluation of Text Simplification (Sulem et al., EMNLP 2018)
- Semantic Structural Evaluation for Text Simplification (Sulem et al., NAACL 2018)
- Is this Sentence Difficult? Do you Agree? (Brunato et al., EMNLP 2018)
- Integrating Transformer and Paraphrase Rules for Sentence Simplification (Zhao et al., EMNLP 2018)
- Learning Simplifications for Specific Target Audiences (Scarton & Specia, ACL 2018)
- Exploring Neural Text Simplification Models (Nisioi et al., ACL 2017)
- Sentence Simplification with Deep Reinforcement Learning (Zhang & Lapata, EMNLP 2017)
- Unsupervised Lexical Simplification for Non-Native Speakers (Paetzold & Specia, AAAI 2016)
- Optimizing Statistical Machine Translation for Text Simplification (Xu et al., TACL 2016)