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20242026
most citedSynthetic4Health: Generating Annotated Synthetic Clinical Letters

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cs.CL2026

Computational Lesions in Multilingual Language Models Separate Shared and Language-specific Brain Alignment

Yang Cui, Jingyuan Sun, Yizheng Sun +8

How the brain supports language across different languages is a basic question in neuroscience and a useful test for multilingual artificial intelligence. Neuroimaging has identifi…

cs.CL2025

HealthcareNLP: where are we and what is next?

Lifeng Han, Paul Rayson, Suzan Verberne +2

This proposed tutorial focuses on Healthcare Domain Applications of NLP, what we have achieved around HealthcareNLP, and the challenges that lie ahead for the future. Existing revi…

cs.CL2025

Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement

Hao Li, Yizheng Sun, Viktor Schlegel +3

Argument summarization aims to generate concise, structured representations of complex, multi-perspective debates. While recent work has advanced the identification and clustering…

cs.CL2025

Large Language Models in Argument Mining: A Survey

Hao Li, Viktor Schlegel, Yizheng Sun +2

Large Language Models (LLMs) have fundamentally reshaped Argument Mining (AM), shifting it from a pipeline of supervised, task-specific classifiers to a spectrum of prompt-driven,…

cs.CL2024

MaLei at the PLABA Track of TREC 2024: RoBERTa for Term Replacement -- LLaMA3.1 and GPT-4o for Complete Abstract Adaptation

Zhidong Ling, Zihao Li, Pablo Romero +2

This report is the system description of the MaLei team (Manchester and Leiden) for the shared task Plain Language Adaptation of Biomedical Abstracts (PLABA) 2024 (we had an earlie…

cs.CL2024

TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition

Rina Carines Cabral, Soyeon Caren Han, Areej Alhassan +3

Discontinuous Named Entity Recognition (DNER) presents a challenging problem where entities may be scattered across multiple non-adjacent tokens, making traditional sequence labell…