DPA-RAG

Natural Language Processing4 results

• Question AnsweringonNatural Questions

  EM· 2024-06-26

  59.19

  best: 64 (Atlas (full, Wiki-dec-2018 index))
  Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationarXiv:2406.18676
• Question AnsweringonTriviaQA

  F1· 2024-06-26

  80.1

  best: 83.6 (SpanBERT)
  Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationarXiv:2406.18676
• Question AnsweringonWebQuestionsSP

  F1· 2024-06-26

  81.74

  best: 83.5 (ChatKBQA)
  Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationarXiv:2406.18676
• Question AnsweringonWebQuestionsSP

  Hits@1· 2024-06-26

  80.28

  best: 86.4 (ChatKBQA)
  Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationarXiv:2406.18676