Papers with Code 아카이브
Knowledge Base Question Answering
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 0
- 평가표
- 10
- 보존된 평가 기록
- 44
Knowledge Base Q&A is the task of answering questions from a knowledge base.
<span style="color:grey; opacity: 0.6">( Image credit: Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
Temporal Knowledge Graph Question Answering: A Survey
Robust Few-shot Transfer Learning for Knowledge Base Question Answering with Unanswerable Questions
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language Models
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models
An In-Context Schema Understanding Method for Knowledge Base Question Answering
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.