Papers
Linking Language-based Distortion Detection to Mental Health Outcomes
Vasudha Varadarajan, Allison Lahnala, Sujeeth Vankudari et al.
Enhancing Depression Detection via Question-wise Modality Fusion
Aishik Mandal, Dana Atzil-Slonim, Thamar Solorio et al.
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
Alessandro De Grandi, Federico Ravenda, Andrea Raballo et al.
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models
Sayed Hossain, Simon Ostermann, Patrick Gebhard et al.
Assessing the Reliability and Validity of GPT-4 in Annotating Emotion Appraisal Ratings
Deniss Ruder, Andero Uusberg, Kairit Sirts
Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization
Siddhant Agarwal, Md. Shad Akhtar, Shweta Yadav
UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning
Kristin Qi, Youxiang Zhu, Xiaohui Liang
LTRC-IIITH at PerAnsSumm 2025: SpanSense - Perspective-specific span identification and Summarization
Sushvin Marimuthu, Parameswari Krishnamurthy
AICOE at PerAnsSumm 2025: An Ensemble of Large Language Models for Perspective-Aware Healthcare Answer Summarization
Rakshith R, Mohammed Sameer Khan, Ankush Chopra
Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task
Anson Antony, Peter Vickers, Suzanne Wendelken
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization
Vansh Nawander, Chaithra Reddy Nerella
WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads
Tabea Pakull, Hendrik Damm, Henning Schäfer et al.
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses
Jooyeon Lee, Luan Huy Pham, Özlem Uzuner
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction
Hadeel R A Elyazori, Rusul Abdulrazzaq, Hana Al Shawi et al.
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT
Mehdi Parviz, Rudi Agius, Carsten Niemann et al.
A Preliminary Study on NLP-Based Personalized Support for Type 1 Diabetes Management
Sandra Mitrović, Federico Fontana, Andrea Zignoli et al.
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
Shufan Ming, Yue Guo, Halil Kilicoglu
Towards Understanding LLM-Generated Biomedical Lay Summaries
Rohan Charudatt Salvi, Swapnil Panigrahi, Dhruv Jain et al.
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi
Will Gen Z users look for evidence to verify QA System-generated answers?
Soumya Gayen, Dina Demner-Fushman, Deepak Gupta