smartcatdog

smartcatdog

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BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

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BiLstm_CNN_CRF_CWS

BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)

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birch

Document ranking via sentence modeling using BERT

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Chinese-Annotator

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

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Chinese_Time_Recogniztion

利用深度学习模型,在小标注量数据上,进行文本中的时间识别。

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ChineseNER

named entity recognition for Chinese.

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ChineseNLPCorpus

中文自然语言处理数据集,平时做做实验的材料。欢迎补充提交合并。

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deep-bayes-semisup-active-seq-labelling

Repository for article: Deep Bayesian Semi-Supervised Active Learning for Sequence Labelling

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deeplearning_ai_books

deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)

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docs

TensorFlow documentation

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gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

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HRL-RE

Joint Relation Extraction with Hierarchical Reinforcement Learning

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interview-algothims

interview-algothims

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IntroductionToAlgorithms

the answers for the exercises the 4th Introduction to Algorithms

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Joint-Extraction-of-Entities-and-Relations-Based-on-a-Novel-Tagging-Scheme

Joint Extraction of Entities and Relations Based on cnn+rnn

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Kashgari

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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Multiple-Relations-Extraction-Only-Look-Once

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/kg 信息抽取。

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named_entity_recognition

中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)

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nary-grn

Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"

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Relationship-extraction

中文关系抽取

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sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

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Small-Chinese-Corpus

Some useful Chinese corpus datasets 中文语料小数据

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snorkel

A system for quickly generating training data with weak supervision

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SpringBooks

学习后端的相关电子书

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zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

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