apcode / tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
☆302Updated 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
- Tensorflow implementations of various Deep Semantic Matching Models (DSMM).☆230Updated 6 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆296Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆252Updated 5 years ago
- ☆184Updated 7 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
- Yet another Python binding for fastText☆227Updated 6 years ago
- Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv…☆282Updated 7 years ago
- ☆234Updated 6 years ago
- A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.☆140Updated 7 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆438Updated 3 years ago
- A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks☆189Updated 8 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- Dilated CNNs for NER in TensorFlow☆243Updated 5 years ago
- An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.☆347Updated 6 years ago
- Educational material on using the TensorFlow Estimator framework for text classification☆135Updated 5 years ago
- CNN for Chinese Text Classification in Tensorflow☆235Updated 6 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆485Updated 6 years ago
- Train Word2vec Model based on Wikipedia☆283Updated 4 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆190Updated 4 years ago
- Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow☆278Updated 5 years ago
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow☆190Updated 7 years ago
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Updated 7 years ago
- ☆318Updated last year
- Tensorflow Implementation of R-Net☆579Updated 6 years ago
- Some frequently used NLP blocks I implemented☆227Updated 5 years ago
- Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).☆236Updated 7 years ago
- Sentence2vec by Rock☆314Updated 2 years ago
- The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mech…☆285Updated 2 years ago
- a tensorflow version of Word2Vec with a new loss☆115Updated 7 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆540Updated 5 years ago