GitHub topics: kbqa

Repositories

xerrors/Yuxi-Know

基于智能体 RAG 知识库的知识图谱问答系统。Langgraph + VueJS + Flask + Neo4j。大模型适配 OpenAI、Ollama、vLLM、国内主流大模型平台的模型调用。支持推理模型DeepSeek-R1、联网检索、工具调用。

Language: Vue - Size: 23.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,177 - Forks: 104

KGQA/leaderboard

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

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: about 18 hours ago - Pushed at: 10 months ago - Stars: 127 - Forks: 18

gabrielkoo/chatgpt-faq-slack-bot

A user-trainable Knowledge Base / FAQ Slack Bot on AWS SAM based on ChatGPT and Embeddings.

Language: Python - Size: 1000 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 21 - Forks: 4

pen-ho/medical_knowledge_graph_app-master

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）。

Language: JavaScript - Size: 70.3 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 299 - Forks: 46

CLUEbenchmark/KgCLUE

KgCLUE: 大规模中文开源知识图谱问答

Language: Python - Size: 34.8 MB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 445 - Forks: 60

lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Size: 529 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,676 - Forks: 366

BDBC-KG-NLP/QA-Survey-CN

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。

Size: 23.9 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 1,770 - Forks: 263

quyingqi/kbqa-ar-smcnn

Question answering over Freebase (single-relation)

Language: Python - Size: 43 KB - Last synced at: 17 days ago - Pushed at: almost 7 years ago - Stars: 142 - Forks: 58

BshoterJ/awesome-kgqa

A collection of some materials of knowledge graph question answering

Size: 101 KB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 368 - Forks: 45

xyjigsaw/COVID19-KBQA-DEMO

COVID-2019 中文知识问答系统

Language: Python - Size: 28.4 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 49 - Forks: 17

RichardHGL/WSDM2021_NSM

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

Language: Python - Size: 4.5 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 134 - Forks: 22

THU-KEG/DiaKoP

DiaKoP (CIKM Demo 2024)

Language: JavaScript - Size: 2.97 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

nju-websoft/SPARQA

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

Language: Python - Size: 43.3 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 69 - Forks: 10

mommi84/rdf-qa

Explainable complex question answering over RDF files via Llama Index.

Language: Python - Size: 162 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 31 - Forks: 4

shijx12/KQAPro_Baselines

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

Language: Python - Size: 888 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 120 - Forks: 21

LiberAI/NSpM

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Language: Python - Size: 10.6 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 220 - Forks: 86

duterscmy/ccks2019-ckbqa-4th-codes

中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案

Language: Python - Size: 2.84 MB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 473 - Forks: 91

MangoPomelo/Sothoth

A generic QA answer bot framework based on triples

Language: Python - Size: 31.3 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

nju-websoft/KBQA

KBQA demo

Language: Python - Size: 87.3 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 24 - Forks: 7

WSE-research/answer_validation

Repository for the paper: "Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features" @ ISKE 2021

Language: Jupyter Notebook - Size: 48 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

zhangluoyang/KBQABaby

医疗系统知识图谱问答

Language: Java - Size: 19.1 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 1

leezythu/FlexKBQA

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

Language: Python - Size: 41.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 1

MangoPomelo/PatternMatchingQA

A chatbot for knowledge base question answeing using pattern matching method

Language: Python - Size: 27.3 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 2

zhufz/nlp_research

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

Language: Python - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 177 - Forks: 48

hugochan/BAMnet

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

Language: Python - Size: 1.15 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 173 - Forks: 36

fansunqi/FlexKBQA

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

Language: Python - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wudapeng268/KBQA-Adapter

Source code and data for our long paper (Wu et al., 2019)

Language: Python - Size: 138 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 53 - Forks: 12

atom32/Z_knowledge_graph Fork of Pelhans/Z_knowledge_graph

Bulding kg from 0

Size: 2.78 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

atom32/keras-bert Fork of CyberZHG/keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Size: 13.8 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

atom32/KBQA-BERT Fork of WenRichard/KBQA-BERT

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

atom32/KBQA-1 Fork of daoos/KBQA-1

基于Neo4j图数据库构建知识图谱，提供知识图谱的增删改查；基于知识图谱和策略构建智能问答引擎

Size: 2.39 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

atom32/chatbot Fork of zgd716/chatbot

kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat

Size: 2.87 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

atom32/ccks2019-ckbqa-4th-codes Fork of duterscmy/ccks2019-ckbqa-4th-codes

中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案

Size: 2.84 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

hugochan/PFoodReq

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

Language: Python - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 18