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awesome-knowledge-graph

整理知识图谱相关学习资料

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

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

bert-keyword-extractor

Deep Keyphrase Extraction using BERT

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

ccks2019-ipre

CCKS2019-人物关系抽取

clinicalbert

repository for Publicly Available Clinical BERT Embeddings

corpus_process_script

chinese and english corpus process script, python, c++, java

cw2vec

Implementation of the cw2vec model

dependency-guided-ner

dsner

Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

evententityextractor

Joint event and entity extractor

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包。

gcn_ner

Graph Convolutional neural network named entity recognition

kashgari

Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes for named entity recognition (NER), part-of-speech tagging (PoS) and text classification tasks. Includes BERT, GPT-2 and word2vec embedding.

keras-gpt-2

Load GPT-2 checkpoint and generate texts

knowledgegraph

知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。

lark

LAnguage Representations Kit

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

lr-cnn

ner

neural-dep-srl

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling

nlp-in-ijcai-2019

A Summary of NLP domain in IJCAI 2019.

nrepapers

Must-read papers on neural relation extraction (NRE)

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

paddlenlp

Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.

paperrobot

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行