Understanding Domain Generalization: A Noise Robustness Perspective Paper • 2401.14846 • Published Jan 26, 2024
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions Paper • 2503.07315 • Published Mar 10
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions Paper • 2406.04606 • Published Jun 7, 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Paper • 2407.12854 • Published Jul 9, 2024 • 32
Language models scale reliably with over-training and on downstream tasks Paper • 2403.08540 • Published Mar 13, 2024 • 15
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning Paper • 2402.11690 • Published Feb 18, 2024 • 10
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use Paper • 2308.06595 • Published Aug 12, 2023 • 6