Data Valuation using Neural Networks for Efficient Instruction Fine-TuningDate: April 16, 2025Talk at Midwest Speech and Language Days 2025, University of Notre Dame, IndianaVideoPaperA talk on NN-CIFT: using small neural networks to estimate the influence of instruction fine-tuning data, cutting the cost of data valuation by up to 99% without giving up downstream performance.
