offbit / char-modelsLinks
Character level models for sentiment analysis
☆91Updated 8 years ago
Alternatives and similar repositories for char-models
Users that are interested in char-models are comparing it to the libraries listed below
Sorting:
- Deep neural network based model for sequence to sequence classification☆76Updated 7 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 8 years ago
- Molding CNNs for text (http://arxiv.org/abs/1508.04112)☆85Updated 9 years ago
- Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".☆124Updated 9 years ago
- Keras implementation of the Crepe character-level convolutional neural net.☆74Updated 7 years ago
- Character-Aware Neural Language Models. A keras-based implementation☆118Updated 3 years ago
- Finding document vectors from pre-trained word2vec word vectors☆116Updated 10 years ago
- ☆45Updated 9 years ago
- Code for the blog post "Making Sense of Word2vec"☆113Updated 10 years ago
- My solution for the Kaggle "Allen AI science challenge"☆48Updated 9 years ago
- Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks☆265Updated 8 years ago
- Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)☆106Updated 7 years ago
- A convolutional neural network library for NLP.☆59Updated 7 years ago
- Text simplification using RNNs☆55Updated 9 years ago
- attention model for entailment on SNLI corpus implemented in Tensorflow and Keras☆178Updated 8 years ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆144Updated 10 years ago
- Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)☆76Updated 8 years ago
- Deep-Learning Model Exploration and Development for NLP☆244Updated last year
- Implementation of "Convolutional Neural Networks for Sentence Classification" paper☆143Updated 7 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Updated 8 years ago
- bidirectional lstm☆152Updated 9 years ago
- Word vectors☆64Updated 7 years ago
- Dynamic Convolutional Neural Networks for Theano/Lasagne☆151Updated 8 years ago
- Semantic Textual Similarity in Python☆81Updated 8 years ago
- A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.☆83Updated 6 years ago
- An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some addit…☆198Updated 8 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 8 years ago
- A simple CNN implementation in Keras.☆30Updated 9 years ago
- ☆88Updated 9 years ago
- Keras solution to the bAbI tasks using recurrent neural networks - merged as an example into Keras mainline☆33Updated 10 years ago