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Who cites «Optimizing Statistical Machine Translation for Text Simplification»

431 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. A Benchmark for Overgeneration Detection in Biomedical Text Simplification — 2026 · Proceedings of the 2nd Workshop on Evaluating Text Difficulty in a Multilingual Context (DeTermIt! 2026)
  2. A Deterministic Multi-Stage Retrieval Pipeline for Longitudinal EHR Question Answering — 2026 · BioNLP 2026
  3. A Human-in/on-the-Loop Framework for Accessible Text Generation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  4. A Meta-evaluation of Automatic Metrics for Elaborative Simplification — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  5. A Multilingual Human Annotated Corpus of Original and Easy-to-Read Texts to Support Access to Democratic Participatory Processes — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  6. Assessing Small Language Models as Text Simplification Evaluators — 2026 · Proceedings of the 2nd Workshop on Evaluating Text Difficulty in a Multilingual Context (DeTermIt! 2026)
  7. Automatic Simplification of Common Vulnerabilities and Exposures Descriptions — 2026 · arXiv:2602.11982
  8. Automatic Text Simplification for French Medical Documents with LLMs: The Role of Target Audience and Genre — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  9. BIT.UA-AAUBS at ArchEHR-QA 2026: Evaluating Open-Source and Proprietary LLMs via Prompting in Low-Resource QA — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  10. Beyond One-Size-Fits-All: Multi-Agent Refinement Framework for Persona-Based Biomedical Summarization — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  11. ComplexityMT: Benchmarking the Interaction Between Text Complexity and Machine Translation — 2026 · arXiv:2606.05421
  12. Controllable Sentence Simplification in Italian: Fine-Tuning Large Language Models on Automatically Generated Resources — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  13. DETECT: Determining Ease and Textual Clarity of German Text Simplifications — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  14. Disco-RAG: Discourse-Aware Retrieval-Augmented Generation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  15. Document-Level Text Simplification in Estonian Using Large Language Models — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  16. Emotion-aware text simplification of user generated content using LLMs — 2026 · The Proceedings for the 15th Workshop on Computational Approaches to Subjectivity, Sentiment Social Media Analysis (WASSA 2026)
  17. Evaluating Direct Preference Optimization for Personalizing German Automatic Text Simplifications for Persons with Intellectual Disabilities — 2026 · Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion
  18. Evaluation of Document-Level Text Simplification in Japanese — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  19. Exploring Cognitively Informed Sentence Simplification with Gaze-Guided Text Generation — 2026 · Proceedings fo the Second International Workshop on Eye-Tracking Resources and Evaluation for Human-Aligned NLP
  20. GigitAI at ArchEHR-QA 2026: Prompting Strategies and Constitutional AI for Clinical Question Answering — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  21. HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation — 2026 · arXiv:2607.02381
  22. HealthNLP_Retrievers at ArchEHR-QA 2026: Cascaded LLM Pipeline for Grounded Clinical Question Answering — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  23. IREKIER: An Easy Read Corpus for Basque and Spanish — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  24. Intention-Adaptive LLM Fine-Tuning for Text Revision Generation — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
  25. LLM-Generated Stories for Students with Significant Cognitive Disabilities: Promise, Gaps, and Evaluation Framework — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  26. LegalSim-PT: Building a Dataset for Legal Document Simplification in Portuguese Leveraging Linguistic Metrics — 2026 · Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
  27. Let''s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
  28. Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  29. Medical Text Rewriting for Non-Experts: A Guideline-Driven LLM Approach — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  30. MuTSE: A Human-in-the-Loop Multi-use Text Simplification Evaluator — 2026 · arXiv:2604.08947
  31. OasisSimp: An Open-source Asian-English Sentence Simplification Dataset — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  32. Opportunities and Challenges of LLMs in Education: An NLP Perspective — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
  33. OptiMed at ArchEHR-QA 2026: GEPA Prompt Optimization and Multi-Agent Majority Voting for EHR-Grounded Question Answering — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  34. Overview of the ArchEHR-QA 2026 Shared Task on Grounded Question Answering from Electronic Health Records — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  35. Parallel Corpus Filtering Based on Semantic Similarity and Surface Dissimilarity for Japanese Text Simplification with LLMs — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  36. Plan-Guided Text Simplification with Extended Contexts — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  37. Proficiency-Controlled Text Simplification in European Portuguese: A Preliminary Study using Prompting Approaches — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  38. Readability Measures in Automatic Text Simplification: Is Simplification Quality a Coherent Construct? — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  39. Reinforcement Learning for improving Large Language Models' Catalan text simplification capabilities — 2026 · arXiv:2609.04823
  40. Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  41. SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  42. SMAT: Simple and Efficient Merge-Aware Training — 2026 · arXiv:2609.33437
  43. SimpCue: Cue-Based Prompting for Multilingual Text Simplification — 2026 · arXiv:2608.28042
  44. SimpliMED: Automatic Simplification of Cardiology Discharge Reports Using Large Language Models — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  45. Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text Simplification — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  46. TAMU-NLP at ArchEHR-QA 2026: Grounded Clinical QA with Evidence Identification and Intent-Aware Answer Generation — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  47. Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  48. Translate or Simplify First: An Analysis of Cross-lingual Text Simplification in English and French — 2026 · arXiv:2604.23844
  49. Yale-DM-Lab at ArchEHR-QA 2026: Deterministic Grounding and Multi-Pass Evidence Alignment for EHR Question Answering — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  50. ``Decode the Law'''': Towards Legal Text Simplification with Large Language Models — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  51. sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  52. tt501 at ArchEHR-QA 2026: Few-Shot Prompting with Retrieval-Augmented Generation for Grounded Clinical EHR Question Answering — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  53. APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification — 2025 · Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era
  54. Adapting Sentence-level Automatic Metrics for Document-level Simplification Evaluation — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  55. Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  56. Analysing Zero-Shot Readability-Controlled Sentence Simplification — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
  57. CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  58. Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
  59. Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
  60. CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  61. Collaborative Document Simplification Using Multi-Agent Systems — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
  62. DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  63. DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  64. Dis2Dis: Explaining Ambiguity in Fact-Checking — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
  65. Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning — 2025 · Proceedings of the Fourth Workshop on Text Simplification, Accessibility and Readability (TSAR 2025)
  66. Estimation of Text Difficulty in the Context of Language Learning — 2025 · Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)
  67. Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  68. Evaluating the Effectiveness of Direct Preference Optimization for Personalizing German Automatic Text Simplifications for Persons with Intellectual Disabilities — 2025 · arXiv:2507.01479
  69. Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification — 2025 · arXiv:2504.09394
  70. Evaluation of Machine Translation Errors in German Plain Language Texts in the Domain of Health Information — 2025 · Proceedings of the 21st Conference on Natural Language Processing (KONVENS 2025): Workshops
  71. Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  72. From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification — 2025 · Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025)
  73. Generating Complex Question Decompositions in the Face of Distribution Shifts — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  74. Generating and Evaluating Multi-Level Text Simplification: A Case Study on Italian — 2025 · Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
  75. German4All – A Dataset and Model for Readability-Controlled Paraphrasing in German — 2025 · Proceedings of the 18th International Natural Language Generation Conference
  76. Identification de mesures d'évaluation fiables pour la révision de textes scientifiques — 2025 · Actes des 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 1 : articles scientifiques originaux
  77. Identifying Reliable Evaluation Metrics for Scientific Text Revision — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  78. Improving Estonian Text Simplification through Pretrained Language Models and Custom Datasets — 2025 · Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era
  79. Improving Text Style Transfer using Masked Diffusion Language Models with Inference-time Scaling — 2025 · arXiv:2508.10995
  80. Improving Zero-shot Sentence Decontextualisation with Content Selection and Planning — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  81. LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  82. LLM-Guided Planning and Summary-Based Scientific Text Simplification: DS@GT at CLEF 2025 SimpleText — 2025 · arXiv:2508.11816
  83. LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load — 2025 · arXiv:2505.01980
  84. Making Knowledge Accessible: Divergent Readability-Accuracy Strategies of Mistral and QWen in Biomedical Text Simplification — 2025 · arXiv:2511.05080
  85. MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  86. Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  87. OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs — 2025 · Proceedings of the 18th International Natural Language Generation Conference
  88. ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction — 2025 · Proceedings of the First Workshop on Writing Aids at the Crossroads of AI, Cognitive Science and NLP (WRAICOGS 2025)
  89. Patent-CR: A Dataset for Patent Claim Revision — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  90. Policy-based Sentence Simplification: Replacing Parallel Corpora with LLM-as-a-Judge — 2025 · arXiv:2512.06228
  91. Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  92. Readability Measures and Automatic Text Simplification: In the Search of a Construct — 2025 · arXiv:2511.09536
  93. Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  94. Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)
  95. Simplifying Lithuanian text into Easy-to-Read language using large language models — 2025 · Proceedings of the 1st Workshop on Artificial Intelligence and Easy and Plain Language in Institutional Contexts (AI & EL/PL)
  96. Steering Large Language Models with Register Analysis for Arbitrary Style Transfer — 2025 · arXiv:2505.00679
  97. SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models — 2025 · arXiv:2505.12821
  98. THM@SimpleText 2025 -- Task 1.1: Revisiting Text Simplification based on Complex Terms for Non-Experts — 2025 · arXiv:2507.04414
  99. Text Simplification with Sentence Embeddings — 2025 · arXiv:2510.24365
  100. Toward Human-Centered Readability Evaluation — 2025 · Proceedings of the Fourth Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP)

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