watedu

kg-2019-baseline

2019年百度的三元组抽取比赛，一个baseline

kg-baseline-pytorch

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.

char-cnn-text-classification-pytorch

Character-level Convolutional Neural Networks for text classification in PyTorch

TextClassification

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Text-Classification

Text Classification through CNN, RNN & HAN using Keras

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

CasRel

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

bert4keras

keras implement of transformers for humans

NLP-examples

A collection of named entity recognition (NER)

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

bert

TensorFlow code and pre-trained models for BERT

Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

demo-multi-label-classification-bert

magpie

Deep neural network framework for multi-label text classification

text_classification

all kinds of text classification models and more with deep learning

multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

google-play-crawler

Play with Google Play API :)

text_classification

all kinds of text classification models and more with deep learning

doccano

Open source annotation tool for machine learning practitioners.

demo_text_binary_classification_bert

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

bert-text

BERT+ TF Keras For Chinese NLP Tasks

demo-text-binary-classification-with-bert

LOTClass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

deeplearning_by_diye

This a deep learning code for myself.

App-Reviews

Data Wrangling and Exploratory Analysis of Reviews data obtained from Google Play Store. Text pre-processing is done on the reviews using NLTK library and regular expressions.

AppReviewClassifier

App Review Classifier built on Sci-Kit Learn Classifiers to classify App Reviews