The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
☆193Nov 11, 2017Updated 8 years ago
Alternatives and similar repositories for Deep-Survey-Text-Classification
Users that are interested in Deep-Survey-Text-Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- keras implementation of text classification algorithms☆10Feb 8, 2018Updated 8 years ago
- Awesome-Text-Classification Projects,Papers,Tutorial .☆175Nov 24, 2017Updated 8 years ago
- A collection of papers on reinforcement learning applied to NLP☆14Sep 7, 2018Updated 7 years ago
- all kinds of text classification models and more with deep learning☆7,950Sep 28, 2023Updated 2 years ago
- Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)☆152Sep 19, 2018Updated 7 years ago
- Winning solution for the Kaggle "West Nile Virus" competition (2015)☆30Aug 30, 2015Updated 10 years ago
- 毕设实验代码（深度学习处理长文本分类-keras）☆12Jan 28, 2018Updated 8 years ago
- Keras implementation of 'Convolutional Neural Networks for Sentence Classification. EMNLP 2014. Y. Kim.☆13Jan 20, 2017Updated 9 years ago
- comment_toxic☆14Mar 20, 2018Updated 8 years ago
- Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.☆23May 21, 2018Updated 7 years ago
- A fine-tune framework based on pytorch-pretrained-BERT☆17Dec 8, 2022Updated 3 years ago
- a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classifica…☆14Jul 12, 2017Updated 8 years ago
- Solution to run NN Keras models for Kaggle competition 'Toxic Comment Classification Challenge'☆14Mar 27, 2018Updated 7 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Jun 22, 2018Updated 7 years ago
- Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)☆81Jul 28, 2019Updated 6 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆184May 27, 2018Updated 7 years ago
- Francois Chollet-Deep Learning with Python的python代码加中文注释☆12Jan 9, 2018Updated 8 years ago
- For thesis☆26Jul 1, 2017Updated 8 years ago
- collections of language style transfer papers☆10Jan 4, 2018Updated 8 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆311Feb 25, 2018Updated 8 years ago
- Source code and data for the paper "Towards String-to-Tree Neural Machine Translation"☆16Dec 31, 2017Updated 8 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Oct 30, 2018Updated 7 years ago
- Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training☆18Jan 13, 2019Updated 7 years ago
- Load GPT-2 checkpoint and generate texts☆127Jan 22, 2022Updated 4 years ago
- 1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)☆1,058Jul 16, 2018Updated 7 years ago
- A Benchmark of Text Classification in PyTorch☆606Apr 20, 2024Updated last year
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,080Sep 16, 2021Updated 4 years ago
- ☆15Apr 17, 2018Updated 7 years ago
- pyTorch-text-classification☆16Dec 6, 2017Updated 8 years ago
- ☆40Mar 28, 2017Updated 8 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆296Jul 5, 2018Updated 7 years ago
- deep learning in text classification(keras)☆53Jul 8, 2019Updated 6 years ago
- Code of Directional Self-Attention Network (DiSAN)☆311May 8, 2018Updated 7 years ago
- Cross-platform installer for Apache Spark☆16Jan 3, 2020Updated 6 years ago
- Context-Aware Representations for Knowledge Base Relation Extraction☆290Nov 21, 2022Updated 3 years ago
- Sequence to Sequence Learning Model☆14Jan 9, 2016Updated 10 years ago
- subsemble R package for ensemble learning on subsets of data☆43Jan 21, 2022Updated 4 years ago
- Convolutional Neural Network for Text Classification in Tensorflow☆5,683Apr 15, 2024Updated last year
- Text Classification Library in Keras☆422Jun 4, 2018Updated 7 years ago