Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generationby Hye Ryung Son,…
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Managementby Wonbeom Lee,…
PathAlign: A vision-language model for whole slide images in histopathologyby Faruk Ahmed, Andrew Sellergren, Lin…
Cascade Reward Sampling for Efficient Decoding-Time Alignmentby Bolian Li, Yifan Wang, Ananth Grama, Ruqi ZhangFirst…
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraphby Roman Vashurin, Ekaterina Fadeeva, Artem…
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programsby Krista Opsahl-Ong, Michael J Ryan, Josh…
CELL your Model: Contrastive Explanations for Large Language Modelsby Ronny Luss, Erik Miehling, Amit DhurandharFirst…
Markov Constraint as Large Language Model Surrogateby Alexandre Bonlarron, Jean-Charles RéginFirst submitted to arxiv on:…
Improving Autoregressive Training with Dynamic Oraclesby Jianing Yang, Harshine Visvanathan, Yilin Wang, Xinyi Hu, Matthew…
A Critical Look At Tokenwise Reward-Guided Text Generationby Ahmad Rashid, Ruotian Wu, Julia Grosse, Agustinus…