ECoRAG: Evidentiality-guided Compression for Long Context RAG Paper • 2506.05167 • Published Jun 5 • 9
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Paper • 2505.23059 • Published May 29 • 13
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval Paper • 2407.19669 • Published Jul 29, 2024 • 25
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs Paper • 2407.00653 • Published Jun 30, 2024 • 12
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP Paper • 2407.00402 • Published Jun 29, 2024 • 23
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Paper • 2407.01370 • Published Jul 1, 2024 • 89