NLPExplorer

CL4Health - 2025

Total Papers:- 43

Total Papers accross all years:- 77

Total Citations :- 0

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Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task

Anson Antony | Peter Vickers | Suzanne Wendelken |

Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism

Simon Meoni | Éric De La Clergerie | Théo Ryffel |

Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View

Mathilde Aguiar | Pierre Zweigenbaum | Nona Naderi |

Using LLMs to improve RL policies in personalized health adaptive interventions

Karine Karine | Benjamin Marlin |

Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction

Hadeel R A Elyazori | Rusul Abdulrazzaq | Hana Al Shawi | Isaac Amouzou | Patrick King | Syleah Manns | Mahdia Popal | Zarna Patel | Secili Destefano | Jay Shah | Naomi Gerber | Siddhartha Sikdar | Seiyon Lee | Samuel Acuna | Kevin Lybarger |

Explainable ICD Coding via Entity Linking

Leonor Barreiros | Isabel Coutinho | Gonçalo Correia | Bruno Martins |

Predicting Chronic Kidney Disease Progression from Stage III to Stage V using Language Models

Zainab Awan | Rafael Henkin | Nick Reynolds | Michael Barnes |

Mining Social Media for Barriers to Opioid Recovery with LLMs

Vinu Ekanayake | Md Sultan Al Nahian | Ramakanth Kavuluru |

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters

Amin Dada | Osman Koras | Marie Bauer | Amanda Butler | Kaleb Smith | Jens Kleesiek | Julian Friedrich |

On Large Foundation Models and Alzheimer’s Disease Detection

Chuyuan Li | Giuseppe Carenini | Thalia Field |

SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s

Sagar Goyal | Eti Rastogi | Fen Zhao | Dong Yuan | Andrew Beinstein |

Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue

Suxue Ma | Zhicheng Yang | Ruei-Sung Lin | Youbao Tang | Ning Zhang | Zhenjie Cao | Yuan Ni | Jing Xiao | Jieke Hou | Peng Chang |

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare

Jose G. Moreno | Jesus Lovon-Melgarejo | M’rick Robin-Charlet | Christine Damase-Michel | Lynda Tamine |

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