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Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
pke_zh, python keyphrase extraction for chinese(zh). 中文关键词或关键句提取工具，实现了KeyBert、PositionRank、TopicRank、TextRank等算法，开箱即用。
The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>
Turn Chinese natural language into structured data 中文自然语言理解
KG-BERT: BERT for Knowledge Graph Completion
Snips Python library to extract meaning from text
Automated Phrase Mining from Massive Text Corpora in Python.
北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。
Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn…
Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NE…
PyTorch code for SpERT: Span-based Entity and Relation Transformer
Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.
Implementation and experiments of graph embedding algorithms.
Entity Synonym Discovery via Multipiece Bilateral Context Matching (IJCAI'20) https://arxiv.org/abs/1901.00056
Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
novel deep learning research works with PaddlePaddle
DeepIE: Deep Learning for Information Extraction
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…
A hypernym discovery system which learns to predict is-a relationships between words using projection learning
Use Three models for synonym extraction. Implement the algorithm described in http://arxiv.org/pdf/1412.2197.pdf
ACL'2020: Biomedical Entity Representations with Synonym Marginalization