Matthew Finlayson

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authored 9 papers 4 months ago

Teaching Models to Understand (but not Generate) High-risk Data

Paper • 2505.03052 • Published May 5 • 6

Closing the Curious Case of Neural Text Degeneration

Paper • 2310.01693 • Published Oct 2, 2023

Attentiveness to Answer Choices Doesn't Always Entail High QA Accuracy

Paper • 2305.14596 • Published May 24, 2023 • 1

What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment

Paper • 2204.09148 • Published Apr 19, 2022

Logits of API-Protected LLMs Leak Proprietary Information

Paper • 2403.09539 • Published Mar 14, 2024 • 1

Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Paper • 2210.02406 • Published Oct 5, 2022 • 1

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

Paper • 2406.16838 • Published Jun 24, 2024 • 2

Lila: A Unified Benchmark for Mathematical Reasoning

Paper • 2210.17517 • Published Oct 31, 2022

Post-training an LLM for RAG? Train on Self-Generated Demonstrations

Paper • 2502.10596 • Published Feb 14