KGQA leaderboard issues

KGQA / leaderboard

You can find the most recent KGQA benchmark numbers from publications here.

https://kgqa.github.io/leaderboard/

MIT License

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issues

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'INCREASING THE LLM ACCURACY FOR QUESTION ANSWERING: ONTOLOGIES TO THE RESCUE!'

#310 xixi019 opened 13 hours ago
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Real-Time Text-to-Cypher Query Generation with Large Language Models for Graph Databases

#309 xixi019 opened 3 days ago
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UniQ-Gen: Unified Query Generation Across Multiple Knowledge Graphs

#308 xixi019 opened 3 days ago
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CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering

#307 xixi019 opened 2 weeks ago
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Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models

#306 xixi019 opened 2 weeks ago
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SG-RAG: Multi-Hop Question Answering With Large Language Models Through Knowledge Graphs

#305 xixi019 opened 2 weeks ago
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TimeR4: Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering

#304 xixi019 opened 2 weeks ago
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SG-RAG: Multi-Hop Question Answering With Large Language Models Through Knowledge Graphs

#303 xixi019 opened 2 weeks ago
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Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA

#302 xixi019 opened 1 month ago
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Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training

#301 xixi019 opened 1 month ago
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UniQ-Gen: Unified Query Generation across Multiple Knowledge Graphs

#300 xixi019 opened 1 month ago
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Large Language Models for Scholarly Question Answering Using Hybrid Data Sources

#299 xixi019 opened 2 months ago
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Alleviating Semantic Drift in Multi-Hop Question Answering on Knowledge Graphs with Bidirectional Semantics

#298 xixi019 opened 2 months ago
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Assessing SPARQL capabilities of Large Language Models

#297 xixi019 opened 2 months ago
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LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments

#296 xixi019 opened 2 months ago
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Integrating Multi-Head Convolutional Encoders with Cross-Attention for Improved SPARQL Query Translation

#295 xixi019 opened 2 months ago
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https://www.sciencedirect.com/science/article/pii/S016501142400263X#sec0026

#294 xixi019 opened 2 months ago
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RPR-KGQA: Relational Path Reasoning for Multi-hop Question Answering with Knowledge Graph

#293 xixi019 opened 3 months ago
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Enhancing Question Embedding with Relation Chain for Multi-hop KGQA

#292 xixi019 opened 3 months ago
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A Knowledge Graph Question Answering Approach Based on Graph Attention Networks and Relational Path Encoding

#291 xixi019 opened 3 months ago
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Enhancing relation classification based on GCN Multi-hop Knowledge Graph Question Answering model of knowledge reasoning

#290 xixi019 opened 3 months ago
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Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction

#289 xixi019 opened 3 months ago
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Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples

#288 xixi019 opened 3 months ago
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MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning

#287 xixi019 opened 3 months ago
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KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering

#286 xixi019 opened 3 months ago
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Enhancing Question Answering through Effective Candidate Answer Selection and Mitigation of Incomplete Knowledge Graphs and over-smoothing in Graph Convolutional Networks

#285 xixi019 opened 3 months ago
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Towards LLM-driven Natural Language Generation based on SPARQL Queries and RDF Knowledge Graphs

#284 xixi019 opened 3 months ago
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Incorporating multi-perspective information into reinforcement learning to address multi-hop knowledge graph question answering

#283 xixi019 opened 4 months ago
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MST5 — A Transformers-Based Approach to Multilingual Question Answering over Knowledge Graphs

#282 xixi019 opened 4 months ago
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QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction

#281 xixi019 opened 4 months ago
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Code-Style In-Context Learning for Knowledge-Based Question Answering

#280 xixi019 opened 4 months ago
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Fix systems.md and systems_updated.md, updated Tutorial

#279 DavidBlavid closed 4 months ago
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Knowledge Base Question Answering based on Machine Reading Comprehension

#278 xixi019 opened 4 months ago
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Generating SPARQL from Natural Language Using Chain-of-Thoughts Prompting

#277 xixi019 opened 4 months ago
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Dynamic Few-Shot Learning for Knowledge Graph Question Answering

#276 xixi019 opened 4 months ago
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systems.md vs. systems_updated.md

#275 Artur-Galstyan opened 5 months ago
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Fixing issues #226, #227, #228

#274 debayan opened 5 months ago
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Update PathQuestion-Large - 2 Hops.md

#273 xixi019 closed 5 months ago
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Update ^SciQA.md

#272 xixi019 closed 5 months ago
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Solve issues #216, #217, #220, #221, #222

#271 Najeeb-Shams opened 5 months ago
3
add "DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs"

#270 xixi019 opened 5 months ago
0
add "Language Models as SPARQL Query Filtering for Improving the Quality of Multilingual Question Answering over Knowledge Graphs"

#269 xixi019 opened 5 months ago
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Solve issues - #247, #246, #245, #244, #243

#268 LongquanJiang opened 5 months ago
3
Solve issues - #248, #249, #250, #251, #252

#267 LongquanJiang closed 5 months ago
0
Solve issues #236, #239, #240, #241 and #242

#266 DavidBlavid closed 5 months ago
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PR #247 #246 #245 #244 #243

#265 LongquanJiang closed 5 months ago
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Solve issues - #248, #249, #250, #251, #252

#264 abdullah-rana closed 5 months ago
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Solve issues #229 , #230 , #231 and #233

#263 junbohuang opened 5 months ago
1
Solve issues #257 , #256 , #255 , #254 and #253

#262 cedricmoeller opened 5 months ago
0
Added EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs

#261 LongquanJiang closed 5 months ago
0