apcode / tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
☆303Updated 6 years ago
Alternatives and similar repositories for tensorflow_fasttext:
Users that are interested in tensorflow_fasttext are comparing it to the libraries listed below
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆297Updated 6 years ago
- ☆183Updated 7 years ago
- Tensorflow implementations of various Deep Semantic Matching Models (DSMM).☆229Updated 6 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆436Updated 3 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆251Updated 5 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
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Updated 8 years ago
- A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.☆139Updated 7 years ago
- A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks☆188Updated 8 years ago
- Yet another Python binding for fastText☆226Updated 6 years ago
- ☆306Updated 7 years ago
- Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow☆277Updated 5 years ago
- Educational material on using the TensorFlow Estimator framework for text classification☆135Updated 6 years ago
- Dilated CNNs for NER in TensorFlow☆242Updated 6 years ago
- Chinsese_word_vectors☆201Updated 9 years ago
- Text classification using LSTM☆170Updated 7 years ago
- ☆233Updated 6 years ago
- A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.☆133Updated 6 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆189Updated 4 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆486Updated 6 years ago
- Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with …☆324Updated 6 years ago
- Sentence2vec by Rock☆312Updated 2 years ago
- Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv…☆281Updated 7 years ago
- Neural Sentiment Classification☆288Updated 6 years ago
- ConText v4: Neural networks for text categorization☆122Updated 5 years ago
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow☆189Updated 7 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆539Updated 6 years ago
- Methods about Deep Learning for Text Matching☆88Updated 5 years ago
- A Keras model that addresses the Quora Question Pairs dyadic prediction task.☆368Updated 7 years ago