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adversarial-learning-distant-supervision-re

DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction

annotationgenerator

对三元组生成注释信息

atnre

Adversarial Training for Neural Relation Extraction

baike_triples

爬取百度百科词条，抽取三元组，构建知识图谱

baikeinfoextraction

self complement of baike knowledge base info-box extraction by online analysis.基于互动百科,百度百科,搜狗百科的词条infobox结构化信息抽取,百科知识的融合

bayesian_bootstrap

bayesian bootstrapping in python

bert-classification-tutorial

bootea

Bootstrapping Entity Alignment with Knowledge Graph Embedding

casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinesecixing

WordForm,针对中文词语的笔画拆解，偏旁查询，拼音转换接口

complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。

copy_re

Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"

distre

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

ds-relationextraction

Distantly Supervised Relation Extraction

economic_audit_knowledge_graph

经济责任审计知识图谱：网络爬虫、关系抽取、领域词汇判定

extractor

A pytorch version of ACL 2020 paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" https://arxiv.org/abs/1909.03227

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。

graphlstm_release

Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova and Wen-tau Yih.

hatt-proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

hierarchical-attention-model

hierarchical attention model

hrl-re

Joint Relation Extraction with Hierarchical Reinforcement Learning

img

jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 知识图谱关系抽取 新词发现 关键词 文本摘要

joint-entity-relation

code for Joint Extraction of Entities and Relations Based on a Novel Graph Scheme

jointer

Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"

kg-2019

2019年百度的三元组抽取比赛，“科学空间队”源码

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

kg-survey

Survey on Knowledge Graph