Papers

• DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models (2026)
  Shuai Wang et al.
  1.89
• IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval (2025)
  Tingyu Song et al.
  1.28
• ReasonIR: Training Retrievers for Reasoning Tasks (2025)
  Rulin Shao et al.
  1.28
• Retrieval-augmented reasoning with lean language models (2025)
  Ryan Sze-Yin Chan et al.
  1.28
• Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding (2023)
  Mingqiu Wang et al.
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• ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities (2024)
  Peng Xu et al.
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• M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding (2024)
  Jaemin Cho et al.
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