jiegzhan / multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
☆425Updated 6 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
- Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tens…☆600Updated 6 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆539Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆251Updated 5 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,074Updated 3 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆486Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification in Keras☆594Updated 6 years ago
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow☆303Updated 6 years ago
- A Keras model that addresses the Quora Question Pairs dyadic prediction task.☆368Updated 7 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆829Updated 3 years ago
- Train Word2vec Model based on Wikipedia☆283Updated 4 years ago
- Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)☆151Updated 6 years ago
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow☆189Updated 7 years ago
- This code implements a simple CNN model for document classification with tensorflow.☆157Updated 3 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆182Updated 6 years ago
- An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.☆346Updated 6 years ago
- My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://re…☆519Updated 7 years ago
- CNN for Chinese Text Classification in Tensorflow☆237Updated 7 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆436Updated 3 years ago
- Text Classification Library in Keras☆420Updated 6 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆297Updated 6 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆308Updated 7 years ago
- Kaggle:Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)☆731Updated 7 years ago
- CNNs for sentence classification☆2,047Updated 6 years ago
- ☆233Updated 6 years ago
- [unmaintained] go to https://github.com/suriyadeepan/practical_seq2seq☆297Updated 8 years ago
- Text classification using a convolutional neural network.☆447Updated 5 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆747Updated 5 years ago
- ☆306Updated 7 years ago
- Implementation of papers for text classification task on DBpedia☆737Updated 4 years ago