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xerrors /Yuxi-Know

Star4.4k

结合LightRAG 知识库的知识图谱智能体平台。 An agent platform that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain v1 + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.

docker vue neo4j kgqa kbqa rag fastapi llms

UpdatedFeb 13, 2026
Python

BDBC-KG-NLP /QA-Survey-CN

Star1.8k

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。

nlp qa survey vqa question-answering cqa kbqa qa-survey tqa

UpdatedApr 6, 2023

lihanghang /NLP-Knowledge-Graph

Star1.8k

自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。

nlp agent machine-learning reflection deep-learning transformers knowledge-graph event-driven ner bert kbqa ernie llm agentic-ai

UpdatedFeb 8, 2025

duterscmy /ccks2019-ckbqa-4th-codes

Star478

中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案

python tensorflow kbqa

UpdatedApr 5, 2021
Python

CLUEbenchmark /KgCLUE

Star453

KgCLUE: 大规模中文开源知识图谱问答

qa knowledge-graph ner similarity-search kbqa

UpdatedJul 5, 2022
Python

BshoterJ /awesome-kgqa

Star371

A collection of some materials of knowledge graph question answering

knowledge-graph question-answering awesome-list kbqa

UpdatedMar 10, 2022

pen-ho /medical_knowledge_graph_app-master

Star338

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

nlp neo4j django-application knowledge-graph ner echarts entity-linking relation-extraction kgqa kbqa mention-detection pytorch-transformers relation-detection

UpdatedMar 9, 2022
JavaScript

LiberAI /NSpM

Star224

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

deep-learning linked-data sparql rdf machine-translation knowledge-graph lstm question-answering seq2seq neural-machine-translation kgqa kbqa neural-qa qald neural-sparql-machines

UpdatedJul 28, 2023
Python

zhufz /nlp_research

Star195

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成四大任务

nlp research word2vec match transformer classification fasttext ner bert capsule dcnn dpcnn text-cnn kbqa abcnn esim elmo fast-text match-pyramid irqa

UpdatedJun 17, 2024
Python

hugochan /BAMnet

Star174

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

deep-learning pytorch memory-networks attention-model kbqa

UpdatedJun 21, 2022
Python

RichardHGL /WSDM2021_NSM

Star143

Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.

knowledge-graph teacher-student kbqa neural-state-machine

UpdatedMar 4, 2022
Python

KGQA /leaderboard

Star143

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

benchmark dataset question-answering kgqa kbqa

UpdatedJul 8, 2024
Jupyter Notebook

quyingqi /kbqa-ar-smcnn

Star142

Question answering over Freebase (single-relation)

question-answering kbqa simple-question

UpdatedMay 6, 2018
Python

shijx12 /KQAPro_Baselines

Star139

Pytorch implementation of baseline models of KQA Pro, a large-scale dataset of complex question answering over knowledge base.

sparql dataset bart seq2seq kbqa

UpdatedJul 15, 2024
Python

leezythu /FlexKBQA

Star78

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

sparql data-generation few-shot few-shot-learning kbqa knowledge-base-question-answering large-language-model

UpdatedOct 18, 2023
Python

nju-websoft /SPARQA

Star67

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases (AAAI 2020)

qa semantic-parsing kbqa

UpdatedMay 22, 2023
Python

carlos9310 /Spring-Boot-KBQA

Star63

以Spring Boot框架为载体，通过集成hanLP、neo4j、spark-mllib实现基于电影知识图谱的简易问答系统。

nlp template spark neo4j kbqa

UpdatedApr 21, 2023
Java

hugochan /PFoodReq

Star63

Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"

deep-learning pytorch knowledge-graph food-recommendation kbqa