KGQA/leaderboard
You can find the most recent KGQA benchmark numbers from publications here.
Jupyter NotebookMIT
Issues
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Incorporating multi-perspective information into reinforcement learning to address multi-hop knowledge graph question answering
#283 opened by xixi019 - 0
MST5 — A Transformers-Based Approach to Multilingual Question Answering over Knowledge Graphs
#282 opened by xixi019 - 0
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction
#281 opened by xixi019 - 0
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systems.md vs. systems_updated.md
#275 opened by Artur-Galstyan - 1
add "LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System"
#224 opened by xixi019 - 1
add "Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval"
#226 opened by xixi019 - 1
add "Semantic-enhanced reasoning question answering over temporal knowledge graphs"
#227 opened by xixi019 - 1
add "Enhancing SPARQL Query Generation for Knowledge Base Question Answering Systems by Learning to Correct Triplets"
#228 opened by xixi019 - 1
add "Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval"
#225 opened by xixi019 - 2
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
#244 opened by xixi019 - 2
Semantic Parsing for Question and Answering over Scholarly Knowledge Graph with Large Language Models
#246 opened by xixi019 - 1
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add "DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs"
#270 opened by xixi019 - 0
add "Language Models as SPARQL Query Filtering for Improving the Quality of Multilingual Question Answering over Knowledge Graphs"
#269 opened by xixi019 - 0
CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge
#252 opened by xixi019 - 0
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M 3 TQA: Multi-View, Multi-Hop and Multi-Stage Reasoning for Temporal Question Answering
#250 opened by xixi019 - 0
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Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs
#248 opened by xixi019 - 2
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add "Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs"
#222 opened by xixi019 - 0
add "A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems"
#220 opened by xixi019 - 0
add "DSAMR: Dual-Stream Attention Multi-hop Reasoning for knowledge-based visual question answering"
#216 opened by xixi019 - 0
add "JOINT MULTI-FACTS REASONING NETWORK FOR COMPLEX TEMPORAL QUESTION ANSWERING OVER KNOWLEDGE GRAPH"
#217 opened by xixi019 - 0
add "Question-Directed Reasoning With Relation-Aware Graph Attention Network for Complex Question Answering Over Knowledge Graph"
#233 opened by xixi019 - 0
add "Question Calibration and Multi-Hop Modeling for Temporal Question Answering"
#230 opened by xixi019 - 0
add "Can SPARQL Talk in Portuguese? Answering Questions in Natural Language Using Knowledge Graphs"
#231 opened by xixi019 - 0
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Relation Cross-fusion Attention Assistance Networks for Multi-hop Question Answering over Knowledge Graphs
#242 opened by xixi019 - 0
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
#240 opened by xixi019 - 0
add Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering
#241 opened by xixi019 - 0
add "Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models"
#236 opened by xixi019 - 0
add No Need for Large-Scale Search: Exploring Large Language Models in Complex Knowledge Base Question Answering
#239 opened by xixi019 - 0
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
#243 opened by xixi019 - 0
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs
#245 opened by xixi019 - 0
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base
#257 opened by xixi019 - 0
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
#256 opened by xixi019 - 0
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering
#255 opened by xixi019 - 0
Lingua Franca – Entity-Aware Machine Translation Approach for Question Answering over Knowledge Graphs
#253 opened by xixi019 - 0
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The dataset SciQA is missing
#235 opened by lpmeyer - 0
add dataset "Spider4SPARQL"
#218 opened by xixi019 - 0
add "KEQING: KNOWLEDGE-BASED QUESTION ANSWERING IS A NATURE CHAIN-OF-THOUGHT MENTOR OF LLM"
#215 opened by xixi019 - 0
add "KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph"
#214 opened by xixi019 - 0
add "Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs"
#213 opened by xixi019