Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

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

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

Natural Language Processing Tutorial for Deep Learning Researchers

Text Classification Algorithms: A Survey

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.

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

Gathers machine learning and Tensorflow deep learning models for NLP problems.

基于bert的ner，使用bilstm+crf

Sentiment Analysis on Douban Movie Short Comments Dataset using BERT.

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

《统计学习方法》的代码实现

关于机器学习的内容

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

paper reading

Convolutional Neural Network for Text Classification in Tensorflow

Simple API to use SenticNet 5

This repository contains Keras implementation of Hierarchical Attention Networks for Document Classification(NAACL 2016)

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Make huge neural nets fit in memory

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

A curated list of awesome Deep Learning tutorials, projects and communities.