HyperAI초신경

홈 뉴스 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Knowledge Base Question Answering On

평가 지표

Accuracy

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Accuracy	Paper Title	Repository
NSM+h	53.9	Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals
QGG	44.1	Case-based Reasoning for Natural Language Queries over Knowledge Bases	-
ChatKBQA	76.8	ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
PullNet	45.9	Case-based Reasoning for Natural Language Queries over Knowledge Bases	-
PoG-GPT4 (Tan et al., 2024)	-	Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
CBR-KBQA	70.4	Case-based Reasoning for Natural Language Queries over Knowledge Bases	-

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