kbqa

There are 19 repositories under kbqa topic.

• 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。

  surveynlpquestion-answeringkbqacqaqa-surveyvqatqaqa
  1609
• NLP-Knowledge-Graph

  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。

  nlpnerkbqaevent-drivendeep-learningmachine-learningknowledge-graphberternietransformers
  1562

• 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

  kbqapythontensorflow
  Language:Python 474

• CLUEbenchmark / KgCLUE

  KgCLUE: 大规模中文开源知识图谱问答

  kbqaknowledge-graphnerqasimilarity-search
  Language:Python 390

• BshoterJ / awesome-kgqa

  A collection of some materials of knowledge graph question answering

  knowledge-graphquestion-answeringkbqaawesome-list
  359
• NSpM

  LiberAI / NSpM

  🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

  seq2seqneural-sparql-machinessparqlmachine-translationquestion-answeringknowledge-graphrdflinked-datakbqakgqaqaldlstmneural-machine-translationneural-qadeep-learning
  Language:Python 220

• 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）。

  kgqakbqaentity-linkingmention-detectionrelation-detectionpytorch-transformersneo4jdjango-applicationechartsknowledge-graphnernlprelation-extraction
  Language:JavaScript 217

• 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

  nlpclassificationmatchnercapsuletransformerresearchdcnndpcnnfast-texttext-cnnword2vecbertesimabcnnmatch-pyramidirqakbqafasttextelmo
  Language:Python 184

• hugochan / BAMnet

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

  attention-modeldeep-learningkbqamemory-networkspytorch
  Language:Python 175

• quyingqi / kbqa-ar-smcnn

  Question answering over Freebase (single-relation)

  kbqaquestion-answeringsimple-question
  Language:Python 144

• shijx12 / KQAPro_Baselines

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

  kbqasparqldatasetbartseq2seq
  Language:Python 120

• RichardHGL / WSDM2021_NSM

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

  kbqaknowledge-graphteacher-studentneural-state-machine
  Language:Python 119

• KGQA / leaderboard

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

  benchmarkdatasetkbqakgqaquestion-answering
  Language:Jupyter Notebook 93

• nju-websoft / SPARQA

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

  kbqasemantic-parsingqa
  Language:Python 70

• WenRichard / KBQA-Exploration

  知识图谱初探，关系抽取，实体抽取，基于kb的问答，基于es的问答，知识图谱可视化

  eskbkbqaknowledge-graphqa
  Language:Python 59

• hugochan / PFoodReq

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

  deep-learningfood-recommendationkbqaknowledge-graphpytorch
  Language:Python 58

• carlos9310 / Spring-Boot-KBQA

  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。

  neo4jnlpsparkkbqatemplate
  Language:Java 57

• leezythu / FlexKBQA

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

  data-generationfew-shotfew-shot-learningkbqaknowledge-base-question-answeringlarge-language-modelsparql
  Language:Python 54

• wudapeng268 / KBQA-Adapter

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

  kbqa
  Language:Python 53

• xyjigsaw / COVID19-KBQA-DEMO

  COVID-2019 中文知识问答系统

  kbqaknowledge-graphcovid-19
  Language:Python 49

• zgd716 / chatbot

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

  botchatbotkbqaneo4jpy2neoqaseq2seqtask-oriented-dialogue
  Language:Python 33

• mommi84 / rdf-qa

  Explainable complex question answering over RDF files via Llama Index.

  chatgptgpt-3kbqakgqallmneural-symbolicquestion-answeringrdfrdflib
  Language:Python 30

• simba0626 / Question-Answering

  Question Answering over Knowledge Bases

  kbqasemantic-parsing
  28

• AlexYangLi / tf_CFO

  Tensorflow implementation of CFO, a knowledge graph based QA system

  kbqaknowledge-baseknowledge-graphqasystemquestion-answering
  Language:Python 27

• vpegasus / xuesebot

  一个关于血色衣冠的对话机器人， 基于 Rasa, 可语音与机器人对话

  chatbotchitchatdialogptgpt2-chatbotrasa-chatbotspoken-dialogue-systemstask-oriented-dialoguevadpaddlespeechrasakbqakgqaneo4j
  Language:Python 26

• cmavro / TempoQR

  [AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs

  question-answeringknowledge-graphtemporal-reasoningknowledge-graph-embeddingsnlp-machine-learningkgqakbqa
  Language:Python 24

• nju-websoft / KBQA

  KBQA demo

  kbqa
  Language:Python 24

• DevinJake / NS-CQA

  NS-CQA: the model of the JWS paper 'Less is More: Data-Efficient Complex Question Answering over Knowledge Bases.' This work has been accepted by JWS 2020.

  cqakbqaquestion-answering
  Language:Python 21
• chatgpt-faq-slack-bot

  gabrielkoo / chatgpt-faq-slack-bot

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

  awsaws-lambdachatbotchatgptembeddingfaqkbqaknowledge-baseopenaiqnaquestion-answeringretrieval-augmented-generationsamserverlessslackslack-botslackbot
  Language:Python 14

• emotibot001 / Capricorn

  提供强大的NLP能力, low-code实现chatbot

  nlpnlunerrobotknowledge-graphintentchatbotbfengineskillbotkbqabot
  12

• wudapeng268 / KBQA-Baseline

  kbqadlcfo
  Language:Python 12

• zhangluoyang / KBQABaby

  医疗系统知识图谱问答

  springbootneo4jdeeplearning4jtextcnnkbqa
  Language:Java 10

• CIPITR / SSRP

  ijcai-2019question-answeringreinforcement-learningnlp-machine-learningnlpkbqa
  Language:Python 9

• FlyingPolarBear / CityKBQA

  Xiaode: a Knowledge Based Question Answering System with Speech IO

  kbqaknowledge-graphneo4jnlppythonguispeech-recognitioncrawler
  Language:Python 7

• dice-group / KBQA-PG

  Project Group 2021/2022: Knowledge Base Question Answering

  kbqa
  Language:Python 5

• Cecilia9999 / kbqa-bert

  construct a kbqa system based on deep learning tool BERT

  bertpytorchkbqa
  Language:Python 4