Taylor Berg-Kirkpatrick

Zephyrus: An Agentic Framework for Weather Science

Steering Autoregressive Music Generation with Recursive Feature Machines

Constrained Adaptive Rejection Sampling

The Surprising Soupability of Documents in State Space Models

Bob’s Confetti: Phonetic Memorization Attacks in Music and Video Generation

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Presto! Distilling Steps and Layers for Accelerating Music Generation

ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models

Single-Pass Document Scanning for Question Answering

Readability ≠ Learnability: Rethinking the Role of Simplicity in Training Small Language Models

REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing

Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation

Efficient Full-Context Retrieval for Long Documents

Studying the Effects of Training Data on Small Language Models

TeaserGen: Generating Teasers for Long Documentaries