Summary of Counterfactual Token Generation in Large Language Models, by Ivi Chatzi et al.
Counterfactual Token Generation in Large Language Modelsby Ivi Chatzi, Nina Corvelo Benz, Eleni Straitouri, Stratis…
Summary of How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not, by Francesco Verdini et al.
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does…
Summary of Harmonising the Clinical Melody: Tuning Large Language Models For Hospital Course Summarisation in Clinical Coding, by Bokang Bi et al.
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Codingby…
Summary of Order Of Magnitude Speedups For Llm Membership Inference, by Rongting Zhang and Martin Bertran and Aaron Roth
Order of Magnitude Speedups for LLM Membership Inferenceby Rongting Zhang, Martin Bertran, Aaron RothFirst submitted…
Summary of Backtracking Improves Generation Safety, by Yiming Zhang et al.
Backtracking Improves Generation Safetyby Yiming Zhang, Jianfeng Chi, Hailey Nguyen, Kartikeya Upasani, Daniel M. Bikel,…
Summary of Instruct-tuning Pretrained Causal Language Models For Ancient Greek Papyrology and Epigraphy, by Eric Cullhed
Instruct-Tuning Pretrained Causal Language Models for Ancient Greek Papyrology and Epigraphyby Eric CullhedFirst submitted to…
Summary of Oats: Outlier-aware Pruning Through Sparse and Low Rank Decomposition, by Stephen Zhang et al.
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decompositionby Stephen Zhang, Vardan PapyanFirst submitted to…
Summary of Benchmarking Large Language Model Uncertainty For Prompt Optimization, by Pei-fu Guo et al.
Benchmarking Large Language Model Uncertainty for Prompt Optimizationby Pei-Fu Guo, Yun-Da Tsai, Shou-De LinFirst submitted…
Summary of Guiding Vision-language Model Selection For Visual Question-answering Across Tasks, Domains, and Knowledge Types, by Neelabh Sinha et al.
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Typesby Neelabh Sinha,…
Summary of Representation Tuning, by Christopher M. Ackerman
Representation Tuningby Christopher M. AckermanFirst submitted to arxiv on: 11 Sep 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…