kgqa

#自然语言处理#基于知识图谱的《红楼梦》人物关系可视化及问答系统

#自然语言处理#基于医药知识图谱的智能问答系统

Insightful Tutorials and Papers about Knowledge Graphs

基于大模型 RAG 知识库的知识图谱问答系统。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。支持推理模型DeepSeek-R1、联网检索。

#自然语言处理#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）。

#计算机科学#🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

OpenKS - 领域可泛化的知识学习与计算平台

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

#大语言模型#Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

#大语言模型#Explainable complex question answering over RDF files via Llama Index.

Code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"

[EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs

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

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

Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets

#自然语言处理#1.4亿通用知识图谱问答

Code and notebooks and data for the paper "Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models"

基于知识图谱的问答系统

MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs

A dataset with KGQA results verbalization