Gavingx

ahocorapy

Pure python Aho-Corasick library.

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

Entity-Relation-Extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

USC-DS-RelationExtraction

Distantly Supervised Relation Extraction

ALBERT_text_classification

利用ALBERT实现文本二分类，判别是否属于政治上的出访类事件，提升模型训练和预测速度。

ccks_triple_extract

限定领域的三元组抽取的一次尝试，本文将会介绍笔者在2019语言与智能技术竞赛的三元组抽取比赛方面的一次尝试。

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

ALBERT_NER_KERAS

利用ALBERT和BI-LSTM，在Keras中实现序列标注算法。

pyahocorasick-1

Python module (C extension and plain python) implementing Aho-Corasick algorithm

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

KnowledgeGraph_Agriculture

农业领域知识图谱的构建，包括数据爬取(百度百科)、数据分类、利用结构化数据生成三元组、非结构化数据的分句(LTP)，分词(jieba)，命名实体识别(LTP)、基于依存句法分析(主谓关系等)的关系抽取和利用neo4j生成可视化知识图谱

active-learning

Chinese-Chatbot-PyTorch-Implementation

:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

CHIP2019

python-sirajnet

Using deep complicated NLP to turn your text into my text by arbitrarily swapping words for their synonyms /s

Agriculture_KnowledgeGraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

tensorflow_ernie

将百度ernie的paddlepaddle模型转成tensorflow模型

kg-2019

2019年百度的三元组抽取比赛，“科学空间队”源码

learn-regex

Learn regex the easy way

ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

ERNIE

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Customer-Chatbot

中文智能客服机器人demo，包含闲聊和专业问答2个部分，支持自定义组件（Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components！）

Chinese_NRE

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

text

Data loaders and abstractions for text and NLP

AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.