chaitjo / structured-self-attention
Keras implementation of the Structured Self-Attentive Sentence Embedding model
☆19Updated 6 years ago
Alternatives and similar repositories for structured-self-attention:
Users that are interested in structured-self-attention are comparing it to the libraries listed below
- Hierarchical Attention Networks for Document Classification in Keras☆74Updated 6 years ago
- Implementation of our SIGIR 2017 paper : "Multitask Learning for Fine-Grained Twitter Sentiment Analysis"☆10Updated 6 years ago
- Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)☆44Updated 2 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 5 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 5 years ago
- Tensorflow implementation of multi-task learning for language modeling and text classification.☆31Updated 2 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 6 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆63Updated 5 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- Implement deep memory network used for Aspect Level Sentiment Classification☆15Updated 2 years ago
- A generalized input-label embedding for text classification☆23Updated 5 years ago
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆66Updated 8 years ago
- Unsupervised domain adaptation method for relation extraction☆18Updated 6 years ago
- Concatenate word and character embeddings in Keras☆44Updated 3 years ago
- Sentence encoder and training code for Mean-Max AAE☆16Updated 6 years ago
- Keras implementation of Character-level CNN for Text Classification☆59Updated 6 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆104Updated 5 years ago
- This repository contains supplementary data, and links to the model and corpora used for the paper: Transfer learning for biomedical name…☆36Updated 5 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆82Updated last year
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆69Updated 4 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆62Updated 11 months ago
- Implement of paper Self-Taught Convolutional Neural Networks for Short Text Clustering using Keras.☆46Updated 7 years ago
- Sentence Embeddings used in the GermEval-2017 Submission☆13Updated last year
- CapsNet for NLP☆67Updated 6 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 4 years ago
- Tensorflow implementation of the Convolutional Recurrent Neural Network model with max pooling and attentive pooling, for relation classi…☆47Updated 7 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆31Updated 2 years ago
- ☆13Updated 5 years ago
- Implementation of Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks in tensorflow☆15Updated 7 years ago