There are 2 repositories under kgqa topic.
Insightful Tutorials and Papers about Knowledge Graphs
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)。
You can find the most recent KGQA benchmark numbers from publications here.
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
Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets
Code and notebooks and data for the paper "Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models"
MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs
Machine-generated KGQA dataset for DBLP scholarly knowledge graph
基于知识图谱的问答系统
Repository for the paper: "Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features" @ ISKE 2021
Question Answering Datasets evaluation scripts and leaderboards
Updated EXAQT code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"
Zero-shot LM prompting framework that uses procedural reasoning to solve complex knowledge graph based questions