Matthew Finlayson
- Lila: A Unified Benchmark for Mathematical Reasoning
2022/10/31 by Swaroop Mishra, Matthew Finlayson, Mishra, Swaroop +19 · 1 voice · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Decomposed Prompting: A Modular Approach for Solving Complex Tasks
2022/10/05 by Tushar Khot, Harsh Trivedi, Khot, Tushar +11 · 79 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
2024/06/24 by Sean Welleck, Amanda Bertsch, Welleck, Sean +14 · 3 voices · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Every Language Model Has a Forgery-Resistant Signature
2025/10/15 by Matthew Finlayson, Finlayson, Matthew, Xiang Ren +3 · 5 voices · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #cs.AI #cs.CR
- Causal Analysis of Syntactic Agreement Mechanisms in Neural Language\n Models
2021/06/10 by Matthew Finlayson, Aaron Mueller, Finlayson, Matthew +9 · 15 citations
Computer Science · #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Closing the Curious Case of Neural Text Degeneration
2023/10/02 by Matthew Finlayson, John Hewitt, John K. Hewitt +8 · 1 voice · 3 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
- Better Language Model Inversion by Compactly Representing Next-Token Distributions
2025/06/20 by Murtaza Nazir, Nazir, Murtaza, Matthew Finlayson +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Security and Verification in Computing #Topic Modeling