news

Aug 13, 2026 Gave a talk at the Jane Street Research Symposium on synthetic data curation for LLMs.
Apr 24, 2026 Work from my Spotify internship (dataset curation for generative recommenders), was presented at the ICLR 2026 CAO Workshop (top 8% of accepted papers). [slides].
Sep 18, 2025 DATE-LM was accepted to NeurIPS 2025. We introduce a rigorous, applications-driven benchmark for large-scale evaluation of data attribution methods in LLMs.
Sep 18, 2025 Fairshare Data Pricing was accepted to NeurIPS 2025, introducing a data-influence–based framework for fair pricing of LLM training datasets.
Aug 15, 2025 Gave a talk at Spotify on ICP for Data Attribution [slides].
Feb 01, 2025 ICP for Data Attribution was accepted to NAACL 2025, showing that probing LLMs is a cheap proxy for gradient-based attribution of influential training samples.