NLPExplorer

CL4Health - 2025

Total Papers:- 43

Total Papers accross all years:- 77

Total Citations :- 0

« 1 2 3 »

UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning

Kristin Qi | Youxiang Zhu | Xiaohui Liang |

Towards Understanding LLM-Generated Biomedical Lay Summaries

LT3: Generating Medication Prescriptions with Conditional Transformer

DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization

Vansh Nawander | Chaithra Reddy Nerella |

MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses

Jooyeon Lee | Luan Pham | Özlem Uzuner |

When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering

Vojtech Lanz | Pavel Pecina |

Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts

Andrés Arias-Russi | Carolina Salazar-Lara | Rubén Manrique |

Explainability for NLP in Pharmacovigilance: A Study on Adverse Event Report Triage in Swedish

Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization

Abanoub Abdelmalak |

The Manchester Bees at PerAnsSumm 2025: Iterative Self-Prompting with Claude and o1 for Perspective-aware Healthcare Answer Summarisation

Pablo Romero | Libo Ren | Lifeng Han | Goran Nenadic |

Will Gen Z users look for evidence to verify QA System-generated answers?

Souma Gayen | Dina Demner-Fushman | Deepak Gupta |

WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads

AICOE at PerAnsSumm 2025: An Ensemble of Large Language Models for Perspective-Aware Healthcare Answer Summarization

Rakshith R | Mohammed Sameer Khan | Ankush Chopra |

Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums

Nadia Saeed |