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allennlp

An open-source NLP research library, built on PyTorch.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-pytorch

使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型

bert-finetune-for-classfier

微调BERT模型,同时构建自己的数据集实现分类

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bidaf

Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi https://arxiv.org/abs/1611.01603

bimpm-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule_text_classification

character-based-cnn

Implementation of character based convolutional neural network

chinese-annotator

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

comatch

combine-fever-nsmn

This repository provides the implementation for the paper "Combining Fact Extraction and Verification withNeural Semantic Matching Networks".

conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations

crepe

Character-level Convolutional Networks for Text Classification

datasets-cmu_dog

CMU Document Grounded Conversation Dataset

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

deepqlearning

A powerful machine learning algorithm utilizing Q-Learning and Neural Networks, implemented using Torch and Lua.

dl-nlp-readings

My Reading Lists of Deep Learning and Natural Language Processing

docker-psql-es

douban-sentiment-analysis

Sentiment Analysis on Douban Movie Short Comments Dataset using BERT.