@proceedings{readi-2026-1,
    title = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.0/"
}
@inproceedings{schomacker-etal-2026-revisiting,
    title = "Revisiting {G}erman Complex Word Identification: Contextualized {LLM}s and Feature Injection",
    author = "Schomacker, Thorben  and
      Yimam, Seid Muhie  and
      Biemann, Chris  and
      Tropmann-Frick, Marina",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.1/",
    doi = "10.63317/4z33nthezmjs",
    pages = "1--11"
}
@inproceedings{baptista-etal-2026-book,
    title = "Book Complexity Level Assignment in {F}rench and {P}ortuguese",
    author = "Baptista, Jorge  and
      Antunes, David  and
      Aissa, Wafa  and
      Zakhia Doueihi, Julien  and
      Tran Pham, Hanh Trang  and
      Ribeiro, Eug{\'e}nio  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.2/",
    doi = "10.63317/3j3kwqx57g8u",
    pages = "12--25"
}
@inproceedings{hubarava-gao-2026-taming,
    title = "Taming {CATS}: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens",
    author = "Hubarava, Hanna  and
      Gao, Yingqiang",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.3/",
    doi = "10.63317/2zbasvvoqiae",
    pages = "26--48"
}
@inproceedings{bian-etal-2026-plaba,
    title = "{PLABA}-{EVAL}: A Multi-Dimensional, In-Context Sentence Readability Dataset for Medical Text",
    author = "Bian, Kexin  and
      Yoon, Su-Youn  and
      Komachi, Mamoru",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.4/",
    doi = "10.63317/2y6bctu9etkj",
    pages = "49--60"
}
@inproceedings{norre-etal-2026-automatic,
    title = "Automatic Extraction of Textual and Phonemic Complexity for {F}rench Cued Speech",
    author = "Norr{\'e}, Magali  and
      Bigi, Brigitte  and
      Gala, N{\'u}ria  and
      Drevet, Ludivine Javourey  and
      Fran{\c{c}}ois, Thomas",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.5/",
    doi = "10.63317/2efggr7hkgst",
    pages = "61--73"
}
@inproceedings{rabih-etal-2026-llms,
    title = "Can {LLM}s Control Readability? A Multi-Dimensional Evaluation Framework for {CEFR}-Controlled {A}rabic Generation",
    author = "Rabih, Nour  and
      Qwaider, Chatrine  and
      Briscoe, Ted",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.6/",
    doi = "10.63317/48v7mxywgfja",
    pages = "74--88"
}
@inproceedings{papucci-etal-2026-lexical,
    title = "Lexical Conditioning of Model{'}s Distribution through Uncertainty-gated Soft-Mixing of Probabilities",
    author = "Papucci, Michele  and
      Venturi, Giulia  and
      Dell{'}Orletta, Felice",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.7/",
    doi = "10.63317/5hgiz64xsj6s",
    pages = "89--100"
}
@inproceedings{rey-garcia-2026-comparative,
    title = "A Comparative Study of Multilingual Fine-tuning and Prompting for Automatic Text Readability Classification in {G}alician",
    author = "Rey, Sandra Rodr{\'i}guez  and
      Garcia, Marcos",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.8/",
    doi = "10.63317/4tnwhe3r9579",
    pages = "101--120"
}
@inproceedings{mathas-etal-2026-plan,
    title = "Plan-Guided Text Simplification with Extended Contexts",
    author = "Mathas, Pascal  and
      Bakker, Jan  and
      Kamps, Jaap",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.9/",
    doi = "10.63317/2gk3wxp2d525",
    pages = "121--129"
}
@inproceedings{maheshwary-etal-2026-llm,
    title = "{LLM}-Generated Stories for Students with Significant Cognitive Disabilities: Promise, Gaps, and Evaluation Framework",
    author = "Maheshwary, Pragati  and
      Ganesh, Ananya  and
      Karumbaiah, Shamya",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.10/",
    doi = "10.63317/3b9f4txwp2n2",
    pages = "130--141"
}
@inproceedings{ozten-wilkens-2026-evaluating,
    title = "Evaluating Transformer Model Family Representations Through Automated Essay Scoring",
    author = "Ozten, Akchay  and
      Wilkens, Rodrigo",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.11/",
    doi = "10.63317/35ytj3qcrwv4",
    pages = "142--150"
}
@inproceedings{ribeiro-etal-2026-proficiency,
    title = "Proficiency-Controlled Text Simplification in {E}uropean {P}ortuguese: A Preliminary Study using Prompting Approaches",
    author = "Ribeiro, Eug{\'e}nio  and
      Antunes, David  and
      Mamede, Nuno  and
      Baptista, Jorge",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.12/",
    doi = "10.63317/4sw76nrnosj6",
    pages = "151--163"
}
@inproceedings{cardon-dogruoz-2026-automatic,
    title = "Automatic Text Simplification for {F}rench Medical Documents with {LLM}s: The Role of Target Audience and Genre",
    author = {Cardon, R{\'e}mi  and
      Do{\u{g}}ru{\"o}z, A. Seza},
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.13/",
    doi = "10.63317/32b2v7b42kyb",
    pages = "164--180"
}
@inproceedings{kalinina-etal-2026-learner,
    title = "A Learner-Oriented Annotated Resource of {F}rench Multiword Expressions for Text Adaptation in Foreign Language Reading",
    author = "Kalinina, Anna  and
      Fran{\c{c}}ois, Thomas  and
      Vassiliadou, H{\'e}l{\`e}ne  and
      Todirascu, Amalia",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.14/",
    doi = "10.63317/47m6wxhoqpej",
    pages = "181--192"
}
@inproceedings{alshatti-etal-2026-meta,
    title = "A Meta-evaluation of Automatic Metrics for Elaborative Simplification",
    author = "Alshatti, Abdullah  and
      Schockaert, Steven  and
      Alva-Manchego, Fernando",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.15/",
    doi = "10.63317/3bhnb2uoif7o",
    pages = "193--209"
}
@inproceedings{cardon-dogruoz-2026-readability,
    title = "Readability Measures in Automatic Text Simplification: Is Simplification Quality a Coherent Construct?",
    author = {Cardon, R{\'e}mi  and
      Do{\u{g}}ru{\"o}z, A. Seza},
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.16/",
    doi = "10.63317/4gagp6meyztv",
    pages = "210--226"
}
@inproceedings{wilkens-2026-language,
    title = "Language Proficiency as a Recoverable Dimension in Multilingual {LLM} Embeddings",
    author = "Wilkens, Rodrigo",
    editor = "Shardlow, Matthew  and
      Fran{\c{c}}ois, Thomas  and
      Amaro, Raquel  and
      Baptista, Jorge  and
      Cardon, R{\'e}mi  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Stodden, Regina  and
      Todirascu, Amalia  and
      Wilkens, Rodrigo",
    booktitle = "Proceedings of the Joint Workshop on Readability and Text Simplification ({READI}x{TSAR}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.readi-1.17/",
    doi = "10.63317/3zrv8qescsdg",
    pages = "227--242"
}