Papers
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning
Pablo Romero, Zihao Li, Matthew Shardlow
A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts
Felipe Arias Russi, Carolina Salazar Lara, Ruben Manrique
Evaluating Health Question Answering Under Readability-Controlled Style Perturbations
Md Mushfiqur Rahman, Kevin Lybarger
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics
Catarina Belem, Parker Glenn, Alfy Samuel et al.
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting
Taiki Papandreou, Jan Bakker, Jaap Kamps
Document-level Simplification and Illustration Generation Multimodal Coherence
Yuhang Liu, Mo Zhang, Zhaoyi Cheng et al.
Template-Based Text-to-Image Alignment for Language Accessibility A Study on Visualizing Text Simplifications
Belkiss Souayed, Sarah Ebling, Yingqiang Gao
Potentially Problematic Word Usages and How to Detect Them: A Survey
Aina Garí Soler, Matthieu Labeau, Chloé Clavel
Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering
Emil Kalbaliyev, Kairit Sirts
Connecting Concept Layers and Rationales to Enhance Language Model Interpretability
Thomas Bailleux, Tanmoy Mukherjee, Pierre Marquis et al.
AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation
Kaustubh Dhole, Ramraj Chandradevan, Eugene Agichtein
Hallucinated Span Detection with Multi-View Attention Features
Yuya Ogasa, Yuki Arase
Cross-Domain Persuasion Detection with Argumentative Features
Bagyasree Sudharsan, Maria Leonor Pacheco
SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs
Carol-Luca Gasan, Vasile Pais
How Do Large Language Models Evaluate Lexical Complexity?
Abdelhak Kelious, Mathieu Constant, Christophe Coeur
Knowledge Editing Induces Underconfidence in Language Models
Ryo Hasegawa, Yusuke Sakai, Hidetaka Kamigaito et al.
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics
Dong Liu, Yanxuan Yu
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding
Kin Ian Lo, Hala Hawashin, Mina Abbaszadeh et al.
TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies
Maithili Sanjay Kadam, Francis Ferraro
Enhancing Readability-Controlled Text Modification with Readability Assessment and Target Span Prediction
Fengkai Liu, John S. Y. Lee
Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors
Mahdi Rahimi, Razvan-Gabriel Dumitru, Mihai Surdeanu
Modeling Language Learning in Corrective Feedback Interactions
Juan Luis Castro-Garcia, Parisa Kordjamshidi
If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition
Shubhashis Roy Dipta, Francis Ferraro
LLMs as annotators of argumentation
Anna Lindahl
Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning
Shambhavi Krishna, Atharva Naik, Chaitali Agarwal et al.