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Project for the Advances in QA class, winter semester 2019/2020, University of Saarland. Re-implementation of "Dynamically Fused Graph Network for Multi-hop Reasoning" by Xiao et al. (2019)
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
Character Embedding + ESIM + Focal Loss for Chinese Answer Sentence Selection
Paper list of KBQA
A collection of some materials of knowledge graph question answering
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Evaluating BERT for the Answer Selection Task.
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
中文知识库问答代码,CCKS2019 CKBQA评测第四名解决方案
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
复现《A Compare-Aggregate Model for Matching Text Sequences》论文 via Tensorflow
Temporal KGQA
百度2021年语言与智能技术竞赛机器阅读理解torch版baseline
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
ERNIE Pytorch Version
Official code for semantic parsing model "HSP" in paper "Complex Question Decomposition for Semantic Parsing"(ACL'19).
端到端的基于知识图谱的问答系统,分为实体识别和关系分类两部,在BERT基础上做多任务联合训练。
Question answering over Freebase (single-relation)
基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式
Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统
A collection of research on knowledge graphs
Several knowledge graph representation algorithms implemented with pytorch
The data and codes for the baseline setting of medical chatbox.
This is the code for the MLRC2020 challenge w.r.t. the ACL 2020 paper Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
中文机器阅读理解 冠军/亚军代码(包括Dureader系列、CMRC、成语阅读理解、疫情政务问答等)
研读顶会论文,复现论文相关代码
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