the evolving dynamics of knowledge have attracted a growing interest in Temporal Knowledge Graph Question Answering (TKGQA), an emerging task to answer temporal questions. However, this field grapples withambiguitiesin defining temporal questions and lacks a systematic...
Complex Question Answering over Knowledge Graph (C-KGQA) seeks to solve complex questions using knowledge graphs. Currently, KGQA systems achieve great success in answering simple questions, while complex questions still present challenging issues. As a result, an increasing numbe...
③ Graph Structures:GAKE: Graph aware knowledge embedding提出嵌入模型利用三种类型的图结构来学习实体和关系表示,分别是 neighbor context,path context,edge context。 ④ Evidence from Other Relational Learning Methods:将KG嵌入与其他关系学习方法相结合,例如路径排序算法。可以参考: M. Nickel, X. Jiang, and ...
1questionAnsweringsystemQuestionAnsweringSystem是一个Java实现的人机问答系统,能够自动分析问题并给出候选答案。 2QABasedOnMedicaKnowledgeGraph从无到有搭建一个以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。python 3DeepPavlovAn open source library for deep learning end-to-end dia...
论文标题(A Survey on Knowledge Graphs:Representation, Acquisition and Applications) https://arxiv.org/abs/2002.00388 知识图谱(Knowledge Graph)# 知识图谱是对事实的结构化表示,由实体、关系和语义描述构成。 实体可以是真实世界的对象也可以是抽象的概念 ...
Knowledge graph (KG) is known to be helpful for the task of question answering (QA), since it provides well-structured relational information between entities, and allows one to further infer indirect facts. However, it is challenging to build QA systems which can learn to reason over knowledg...
1questionAnsweringsystemQuestionAnsweringSystem是一个Java实现的人机问答系统,能够自动分析问题并给出候选答案。 2QABasedOnMedicaKnowledgeGraph从无到有搭建一个以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。python 3DeepPavlovAn open source library for deep learning end-to-end dia...
[arxiv] CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge.2024.03 [arxiv] Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering.2024.03 ...
1questionAnsweringsystemQuestionAnsweringSystem是一个Java实现的人机问答系统,能够自动分析问题并给出候选答案。 2QABasedOnMedicaKnowledgeGraph从无到有搭建一个以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。python 3DeepPavlovAn open source library for deep learning end-to-end dia...
Temporal Knowledge Graph Temporal Information Embedding Entity Dynamics Temporal Relational Dependence Temporal Logical Reasoning Knowledge-Aware Application Language Representation Learning Question Answering Single-Fact QA Multihop Reasoning Recommender Systems ...