jiegzhan / multi-class-text-classification-cnnLinks
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
☆426Updated 7 years ago
Alternatives and similar repositories for multi-class-text-classification-cnn
Users that are interested in multi-class-text-classification-cnn are comparing it to the libraries listed below
Sorting:
- Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tens…☆602Updated 7 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆310Updated 7 years ago
- Train Word2vec Model based on Wikipedia☆283Updated 5 years ago
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow☆303Updated 7 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆252Updated 6 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆489Updated 7 years ago
- Text Classification by Convolutional Neural Network in Keras☆219Updated 7 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆538Updated 6 years ago
- Tensorflow implementations of Text Classification Models.☆505Updated 3 years ago
- CNN for Chinese Text Classification in Tensorflow☆238Updated 7 years ago
- Text classification using LSTM☆172Updated 8 years ago
- Tutorials for TensorFlow APIs the official documentation doesn't cover☆288Updated 7 years ago
- Convolutional Neural Networks for Sentence Classification in Keras☆595Updated 7 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆467Updated last year
- Convolutional Neural Network for Text Classification in Tensorflow☆139Updated 8 years ago
- Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)☆731Updated 7 years ago
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow☆189Updated 8 years ago
- Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP☆442Updated last year
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,081Updated 4 years ago
- My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://re…☆522Updated 8 years ago
- An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.☆347Updated 7 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆747Updated 5 years ago
- This code implements a simple CNN model for document classification with tensorflow.☆158Updated 4 years ago
- Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)☆152Updated 7 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆298Updated 7 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆184Updated 7 years ago
- Implementation of papers for text classification task on DBpedia☆737Updated 5 years ago
- The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classifi…☆193Updated 8 years ago
- A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.☆139Updated 7 years ago
- Deep Learning NLP Pipeline implemented on Tensorflow☆1,359Updated last year