Niket Jain

DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models

Data attribution methods quantify the influence of training data on model outputs and are becoming increasingly relevant for a wide range of LLM research and applications, including dataset curation, model interpretability, data valuation. However, there remain critical gaps in systematic LLM-centri…