Finlayson, Matthew

4 publications

NeurIPS 2025 Better Language Model Inversion by Compactly Representing Next-Token Distributions Murtaza Nazir, Matthew Finlayson, John Xavier Morris, Xiang Ren, Swabha Swayamdipta

ICLR 2024 Closing the Curious Case of Neural Text Degeneration Matthew Finlayson, John Hewitt, Alexander Koller, Swabha Swayamdipta, Ashish Sabharwal

TMLR 2024 From Decoding to Meta-Generation: Inference-Time Algorithms for Large Language Models Sean Welleck, Amanda Bertsch, Matthew Finlayson, Hailey Schoelkopf, Alex Xie, Graham Neubig, Ilia Kulikov, Zaid Harchaoui

ICLR 2023 Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot, Harsh Trivedi, Matthew Finlayson, Yao Fu, Kyle Richardson, Peter Clark, Ashish Sabharwal