LooGLE

📜Introduction LooGLE is a comprehensive evaluation benchmark for LLM long context understanding which contains up-to-date (all after 2022) and extremely long realistic documents (over 24k tokens per document, many of which exceed 100k words) and 6,000 newly generated questions spanning diverse domains and categories.

Papers using LooGLE (4)

LongCrafter: Towards Diverse Long-Context Understanding via Evidence-Graph-Guided Instruction Synthesis2026Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation2026A Decomposition Perspective to Long-context Reasoning for LLMs2026LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning2024