minqi / hnattLinks
Train and visualize Hierarchical Attention Networks
☆203Updated 7 years ago
Alternatives and similar repositories for hnatt
Users that are interested in hnatt are comparing it to the libraries listed below
Sorting:
- The implementation of text classification using character level convoultion neural networks using Keras☆150Updated 2 years ago
- A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep lea…☆214Updated 8 years ago
- On the Dimensionality of Word Embedding☆329Updated 5 years ago
- Sentence2vec by Rock☆311Updated 4 months ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Tensorflow code to train TDLM☆138Updated 7 years ago
- The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classifi…☆193Updated 7 years ago
- Library for fast text representation and extreme classification.☆151Updated 4 years ago
- Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations☆187Updated 4 years ago
- The first public PyTorch implementation of Skip-Thought Vectors☆224Updated 7 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆145Updated 2 years ago
- PyTorch deep learning models for text processing☆179Updated 6 years ago
- Implementation of Very Deep Convolutional Neural Network for Text Classification☆172Updated 3 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 6 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆107Updated 7 years ago
- Some frequently used NLP blocks I implemented☆226Updated 6 years ago
- Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Process…☆251Updated 7 years ago
- SFU Opinion and Comments Corpus☆91Updated 2 months ago
- Using pre trained word embeddings (Fasttext, Word2Vec)☆158Updated 7 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆136Updated 7 years ago
- Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop☆90Updated 7 years ago
- The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mech…☆287Updated 2 years ago
- A Deep Generative Framework for Paraphrase Generation Implementaion☆75Updated 7 years ago
- ICLR 2018 Quick-Thought vectors☆204Updated 6 years ago
- Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow☆56Updated 7 years ago