Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteriaby Joonwon Jang, Jaehee Kim,…
Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Samplingby Shayan Mohajer Hamidi, En-Hui YangFirst…
A novel framework for MCDM based on Z numbers and soft likelihood functionby Yuanpeng HeFirst…
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learningby Xin Gao, Yang Lin,…
AI Predicts AGI: Leveraging AGI Forecasting and Peer Review to Explore LLMs’ Complex Reasoning Capabilitiesby…
Estimating the treatment effect over time under general interference through deep learner integrated TMLEby Suhan…
Addressing Uncertainty in LLMs to Enhance Reliability in Generative AIby Ramneet Kaur, Colin Samplawski, Adam…
LLM Robustness Against Misinformation in Biomedical Question Answeringby Alexander Bondarenko, Adrian ViehwegerFirst submitted to arxiv…
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Frameworkby Yifan Wang, Vera DembergFirst submitted to arxiv…
Navigating the Cultural Kaleidoscope: A Hitchhiker’s Guide to Sensitivity in Large Language Modelsby Somnath Banerjee,…