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active-learning-crf

bert-bilstm-crf-ner

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

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）

birch

Document ranking via sentence modeling using BERT

chinese-annotator

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

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。

chinesener

named entity recognition for Chinese.

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。

deep-bayes-semisup-active-seq-labelling

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

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

docs

TensorFlow documentation

emnlp14-semi

gcn-over-pruned-trees

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

hrl-re

Joint Relation Extraction with Hierarchical Reinforcement Learning

interview-algothims

interview-algothims

introductiontoalgorithms

the answers for the exercises the 4th Introduction to Algorithms

joint-extraction-of-entities-and-relations-based-on-a-novel-tagging-scheme

Joint Extraction of Entities and Relations Based on cnn+rnn

kashgari

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

keras-gan

Keras implementations of Generative Adversarial Networks.

learngit

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。

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）

nary-grn

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

relationship-extraction

中文关系抽取

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

small-chinese-corpus

Some useful Chinese corpus datasets 中文语料小数据

snorkel

A system for quickly generating training data with weak supervision

springbooks

学习后端的相关电子书

zh-ner-tf

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