Severity Prediction in Mental Health: LLM-based Creation, Analysis, Evaluation of a Novel Multilingual Datasetby Konstantinos…
Counterfactual Token Generation in Large Language Modelsby Ivi Chatzi, Nina Corvelo Benz, Eleni Straitouri, Stratis…
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does…
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Codingby…
Order of Magnitude Speedups for LLM Membership Inferenceby Rongting Zhang, Martin Bertran, Aaron RothFirst submitted…
Backtracking Improves Generation Safetyby Yiming Zhang, Jianfeng Chi, Hailey Nguyen, Kartikeya Upasani, Daniel M. Bikel,…
Instruct-Tuning Pretrained Causal Language Models for Ancient Greek Papyrology and Epigraphyby Eric CullhedFirst submitted to…
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decompositionby Stephen Zhang, Vardan PapyanFirst submitted to…
Benchmarking Large Language Model Uncertainty for Prompt Optimizationby Pei-Fu Guo, Yun-Da Tsai, Shou-De LinFirst submitted…
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Typesby Neelabh Sinha,…