Schedule

Saturday, 08 November 2025 (Suzhou International Expo Centre - SuzhouExpo)

TimeActivity
13:00 - 13:05WelcomePresented by: Matthew Shardlow
13:05 - 13:45Invited Talk: Controllable Text Simplification (Tomoyuki Kajiwara) – Session Chair: Akio Hayakawa
13:45 - 15:45Oral SessionSession Chair: TBD
A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts
Felipe Arias Russi, Carolina Salazar Lara and Ruben Manrique
Evaluating Health Question Answering Under Readability-Controlled Style Perturbations
Md Mushfiqur Rahman and Kevin Lybarger
Template-Based Text-to-Image Alignment for Language Accessibility: A Study on Visualizing Text Simplifications
Belkiss Souayed, Sarah Ebling and Yingqiang Gao
Document-level Simplification and Illustration Generation: Multimodal Coherence
Yuhang Liu, Mo Zhang, Zhaoyi Cheng and Sarah Ebling
Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification
Fernando Alva-Manchego, Regina Stodden, Joseph Marvin Imperial, Abdullah Barayan, Kai North and Harish Tayyar Madabushi
UoL-UPF at TSAR 2025 Shared Task: A Generate-and-Select Approach for Readability-Controlled Text Simplification
Akio Hayakawa, Nouran Khallaf, Horacio Saggion and Serge Sharoff
EhiMeNLP at TSAR 2025 Shared Task: Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity
Rina Miyata, Koki Horiguchi, Risa Kondo, Yuki Fujiwara and Tomoyuki Kajiwara
15:45 - 16:15Coffee Break
16:15 - 17:30Poster SessionSession Chair: TBD
Readability Reconsidered: A Cross-Dataset Analysis of Reference-Free Metrics
Catarina Belem, Parker Glenn, Alfy Samuel, Anoop Kumar and Daben Liu
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning
Pablo Romero, Zihao Li and Matthew Shardlow
Medical Text Simplification: From Jargon Detection to Jargon-Aware Prompting
Taiki Papandreou, Jan Bakker and Jaap Kamps
OneNRC@TSAR2025 Shared Task: Small Models for Readability Controlled Text Simplification
Sowmya Vajjala
GRIPF at TSAR 2025 Shared Task: Towards controlled CEFR level simplification with the help of inter-model interactions
David Alfter and Sebastian Gombert
ITU NLP at TSAR 2025 Shared Task: A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification
Kutay Arda Dinç, Fatih Bektaş and Gülşen Eryiğit
STARLING at TSAR 2025 Shared Task: Leveraging Alternative Generations for Readability Level Adjustment in Text Simplification
Piotr Przybyła
taskGen at TSAR 2025 Shared Task: Exploring prompt strategies with linguistic knowledge
Juan Cruz Oviedo, Elisabet Comelles Pujadas, Laura Alonso Alemany and Jordi Atserias Batalla
EasyJon at TSAR 2025 Shared Task: Evaluation of Automated Text Simplification with LLM-as-a-Judge
Paul-Gerhard Barbu, Adrianna Lipska-Dieck and Lena Lindner
Uniandes at TSAR 2025 Shared Task: Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement
Felipe Arias Russi, Kevin Cohen Solano and Ruben Manrique
HIT-YOU at TSAR 2025 Shared Task: Leveraging Similarity-Based Few-Shot Prompting, Round-Trip Translation, and Self-Refinement for Readability-Controlled Text Simplification
Mao Shimada, Kexin Bian, Zhidong Ling and Mamoru Komachi
SQUREL at TSAR 2025 Shared Task: CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning
Daria Sokova, Anastasiia Bezobrazova and Constantin Orasan
Archaeology at TSAR 2025 Shared Task: Teaching Small Models to do CEFR Simplifications
Rares-Alexandru Roscan and Sergiu Nisioi
HOPE at TSAR 2025 Shared Task: Balancing Control and Complexity in Readability-Controlled Text Simplification
Sujal Maharjan and Astha Shrestha
HULAT-UC3M at TSAR 2025 Shared Task: A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification
Jesus M. Sanchez-Gomez, Lourdes Moreno, Paloma Martínez and Marco Antonio Sanchez-Escudero
OUNLP at TSAR 2025 Shared Task: Multi-Round Text Simplifier via Code Generation
Cuong Huynh and Jie Cao
Know-AI at TSAR 2025 Shared Task: Text Simplification with Difficulty Critics
Yiheng Wu, Jue Hou, Anisia Katinskaia and Roman Yangarber
17:30 - 18:00Discussion and ClosingPresented by: TBD