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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。
Created
2020-04-28
215 commits to master branch, last one about a year ago
自然语言处理、知识图谱、对话系统三大技术研究与应用。
Created
2019-01-29
176 commits to master branch, last one about a year ago
中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案
Created
2019-10-15
52 commits to master branch, last one 3 years ago
KgCLUE: 大规模中文开源知识图谱问答
Created
2021-10-13
118 commits to main branch, last one 2 years ago
A collection of some materials of knowledge graph question answering
Created
2019-10-21
21 commits to master branch, last one 4 years ago
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）。
Created
2021-12-15
18 commits to master branch, last one 2 years ago
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Created
2017-08-18
177 commits to master branch, last one 2 years ago
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
Created
2019-04-29
228 commits to master branch, last one 2 years ago
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Created
2019-03-06
14 commits to master branch, last one 4 years ago
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.
Created
2021-02-15
30 commits to main branch, last one 2 years ago
Pytorch implementation of baseline models of KQA Pro, a large-scale dataset of complex question answering over knowledge base.
Created
2020-02-20
62 commits to master branch, last one 5 months ago
You can find the most recent KGQA benchmark numbers from publications here.
Created
2021-12-16
316 commits to gh-pages branch, last one 8 months ago
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
Created
2023-03-07
83 commits to main branch, last one about a year ago
SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases (AAAI 2020)
Created
2019-11-17
201 commits to master branch, last one 3 years ago
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。
Created
2019-08-19
6 commits to master branch, last one 5 years ago
基于大模型 RAG 知识库与知识图谱的问答平台。Llamaindex + VueJS + Flask + Neo4j。大模型适配 OpenAI、国内主流大模型平台的模型调用、本地 vllm 部署。
Created
2024-07-05
183 commits to main branch, last one a day ago
Explainable complex question answering over RDF files via Llama Index.
Created
2023-03-06
4 commits to main branch, last one about a year ago