OpenCodePapers

knowledge-base-question-answering-on-webquestionssp

Question AnsweringKnowledge Base Question Answering
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PaperCodeHits@1F1AccuracyModelNameReleaseDate
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models✓ Link86.483.577.8ChatKBQA2023-10-13
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation✓ Link80.2881.74DPA-RAG2024-06-26
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA✓ Link79.6SKP2023-08-28
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering✓ Link79.1UniK-QA (T5-large)2020-12-29
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering✓ Link76.7UniK-QA (T5-base)2020-12-29
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering✓ Link74.674.7ReTraCk Oracle EL2021-08-01
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering✓ Link71.671ReTraCk2021-08-01
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding✓ Link71.271.1SPARKLE2024-06-29
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