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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

TensorFlow code and pre-trained models for BERT

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

ppp

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-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

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.

sentimentcn

中文情感分析

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