charlesfufu's repositories
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
Attention-Based-BiLSTM-relation-extraction
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
BERT-for-Sequence-Labeling-and-Text-Classification
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
convolutional_seq2seq
fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
DNN_CWS
利用深度学习实现中文分词
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
leetcode
Python & JAVA Solutions for Leetcode
LSTM-Sentiment-Analysis
Sentiment Analysis with LSTMs in Tensorflow
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
mtl-disparate
Code for NAACL 2018 paper "Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces" by Isabelle Augenstein, Sebastian Ruder, Anders Søgaard
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
pytorch-relation-extraction
distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
resnet-in-tensorflow
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
text_classification
all kinds of text classificaiton models and more with deep learning
text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
TextCNN
use TextCNN to implement text classification
tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.