StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models Paper • 2409.10132 • Published Sep 16, 2024
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Paper • 2503.19622 • Published Mar 25 • 31
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models Paper • 2504.00573 • Published Apr 1 • 2
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Paper • 2503.15888 • Published Mar 20 • 1
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking Paper • 2503.19602 • Published Mar 25 • 1
RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs Paper • 2507.03253 • Published Jul 4 • 18
A Survey of Context Engineering for Large Language Models Paper • 2507.13334 • Published Jul 17 • 245