Tixierae / deep_learning_NLPLinks
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
☆441Updated last year
Alternatives and similar repositories for deep_learning_NLP
Users that are interested in deep_learning_NLP are comparing it to the libraries listed below
Sorting:
- Tensorflow implementations of Text Classification Models.☆504Updated 2 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- Implementation of papers for text classification task on DBpedia☆736Updated 4 years ago
- The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classifi…☆193Updated 7 years ago
- The most important NLP highlights of 2018 (PDF Report)☆371Updated 3 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆964Updated 6 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆310Updated 7 years ago
- Implementation of Very Deep Convolutional Neural Network for Text Classification☆171Updated 3 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆252Updated 6 years ago
- Tensorflow Implementation of R-Net☆578Updated 6 years ago
- Keras implementation of BERT with pre-trained weights☆813Updated 6 years ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆259Updated 6 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆297Updated 7 years ago
- ☆533Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆386Updated 2 years ago
- Some frequently used NLP blocks I implemented☆226Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆831Updated 4 years ago
- Natural Language Processing Papers☆415Updated 4 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆605Updated 5 years ago
- The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mech…☆286Updated 2 years ago
- Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)☆730Updated 7 years ago
- Empower Sequence Labeling with Task-Aware Language Model☆847Updated 3 years ago
- A Benchmark of Text Classification in PyTorch☆604Updated last year
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆466Updated last year
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow☆302Updated 7 years ago
- A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks☆322Updated 4 years ago
- Educational material on using the TensorFlow Estimator framework for text classification☆135Updated 6 years ago
- Multilabel classification for Toxic comments challenge using Bert☆311Updated 5 years ago
- Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.☆254Updated 7 years ago
- A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018☆554Updated 6 years ago