knowledge-graph-nlp-in-action从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
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KGReasoningMulti-Hop Logical Reasoning in Knowledge Graphs
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AnnA Anki neuronal AppendixUsing machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
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BERT-embeddingA simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow
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KobeSource code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"
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Awesome KgqaA collection of some materials of knowledge graph question answering
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PytextrankPython implementation of TextRank for phrase extraction and summarization of text documents
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KprnReasoning Over Knowledge Graph Paths for Recommendation
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MmkbSeveral data modalities for KBs (visual, numerical, temporal, etc.)
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Graph ParserGraphParser is a semantic parser which can convert natural language sentences to logical forms and graphs.
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KbpediaKBPedia Knowledge Graph & Knowledge Ontology (KKO)
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RenkuThe Renku Project provides a platform and tools for reproducible and collaborative data analysis.
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CrslabCRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
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CapseA Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
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DrkgA knowledge graph and a set of tools for drug repurposing
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NexusBlue Brain Nexus - A knowledge graph for data-driven science
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Web ClientGeneric Linked Data browser and UX component framework. Apache license.
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Kge HakeThe code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
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Topic DbTopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)
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Open Semantic Entity Search ApiOpen Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names
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BiograknBioGrakn Knowledge Graph
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MultihopkgMulti-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
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Tutorial Utilizing KgResources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"
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LearnA social network of lifelong learners built around humanity's universal learning map.
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ZincbaseA state of the art knowledge base
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PiggydbPiggydb is a Web notebook application that provides you with a platform to build your knowledge personally or collaboratively.
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GraknTypeDB: a strongly-typed database
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HyteEMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
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KbganCode for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
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Onepiece Kga knowledge graph project for ONEPIECE /《海贼王》知识图谱
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Bert AttributeextractionUSING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
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Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
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ZincbaseA batteries-included kit for knowledge graphs
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AmpligraphPython library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
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WorkbaseGrakn Workbase (Knowledge IDE)
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MkrA tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
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SimpleSimplE Embedding for Link Prediction in Knowledge Graphs
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AserASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.
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Kgnn LsA tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
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Recommender SystemA developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
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Nlp4rec PapersPaper list of NLP for recommender systems
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Query2boxQuery2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings
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KglabGraph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.
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Degdbdegdb: distributed economic graph database
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Entity2recentity2rec generates item recommendation using property-specific knowledge graph embeddings
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Scm Biz Suite供应链中台系统基础版,集成零售管理, 电子商务, 供应链管理, 财务管理, 车队管理, 仓库管理, 人员管理, 产品管理, 订单管理, 会员管理, 连锁店管理, 加盟管理, 前端React/Ant Design, 后端Java Spring+自有开源框架,全面支持MySQL, PostgreSQL, 全面支持国产数据库南大通用GBase 8s,通过REST接口调用,前后端完全分离。
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ZkvizZettel Network Visualizer
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Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
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