SentimentAnalysisSentiment Analysis: Deep Bi-LSTM+attention model
Stars: ✭ 32 (+77.78%)
Mutual labels: lstm, attention-mechanism
Document Classifier LstmA bidirectional LSTM with attention for multiclass/multilabel text classification.
Stars: ✭ 136 (+655.56%)
Mutual labels: lstm, attention-mechanism
Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Stars: ✭ 119 (+561.11%)
Mutual labels: lstm, attention-mechanism
ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Stars: ✭ 79 (+338.89%)
Mutual labels: lstm, attention-mechanism
datastories-semeval2017-task6Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Stars: ✭ 20 (+11.11%)
Mutual labels: lstm, attention-mechanism
Patient2VecPatient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
Stars: ✭ 85 (+372.22%)
Mutual labels: lstm, attention-mechanism
Abstractive SummarizationImplementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
Stars: ✭ 128 (+611.11%)
Mutual labels: lstm, attention-mechanism
keras-deep-learningVarious implementations and projects on CNN, RNN, LSTM, GAN, etc
Stars: ✭ 22 (+22.22%)
Mutual labels: lstm, attention-mechanism
Lstm attentionattention-based LSTM/Dense implemented by Keras
Stars: ✭ 168 (+833.33%)
Mutual labels: lstm, attention-mechanism
Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Stars: ✭ 165 (+816.67%)
Mutual labels: lstm, attention-mechanism
automatic-personality-prediction[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Stars: ✭ 43 (+138.89%)
Mutual labels: lstm, attention-mechanism
Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Stars: ✭ 184 (+922.22%)
Mutual labels: lstm, attention-mechanism
Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
Stars: ✭ 126 (+600%)
Mutual labels: lstm, attention-mechanism
Poetry Seq2seqChinese Poetry Generation
Stars: ✭ 159 (+783.33%)
Mutual labels: lstm, attention-mechanism
Multimodal Sentiment AnalysisAttention-based multimodal fusion for sentiment analysis
Stars: ✭ 172 (+855.56%)
Mutual labels: lstm, attention-mechanism
whats-new-in-swift-5-2An Xcode playground that demonstrates the new features introduced in Swift 5.2.
Stars: ✭ 94 (+422.22%)
Mutual labels: playground
Multi-task-Conditional-Attention-NetworksA prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
Stars: ✭ 21 (+16.67%)
Mutual labels: attention-mechanism
stanford-cs231n-assignments-2020This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).
Stars: ✭ 84 (+366.67%)
Mutual labels: attention-mechanism