OpenCodePapers
knowledge-base-question-answering-on-1
Question Answering
Knowledge Base Question Answering
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Paper
Code
Hits@1
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F1
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Accuracy
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ModelName
ReleaseDate
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ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
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86.4
83.5
77.8
ChatKBQA
2023-10-13
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
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80.28
81.74
DPA-RAG
2024-06-26
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA
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79.6
SKP
2023-08-28
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
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79.1
UniK-QA (T5-large)
2020-12-29
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
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76.7
UniK-QA (T5-base)
2020-12-29
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
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74.6
74.7
ReTraCk Oracle EL
2021-08-01
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
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71.6
71
ReTraCk
2021-08-01
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding
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71.2
71.1
SPARKLE
2024-06-29