Sentence paraphrase generation at the sentence level

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Chinese Poetry Generation

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

BGC Detection and Classification Using Deep Learning

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

Aspect Based Sentiment Analysis

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

This repo contains code written by MXNet for ocr tasks, which uses an cnn-lstm-ctc architecture to do text recognition.

AI: Deep Learning for Phishing URL Detection

Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

Tensorflow Implementation of Im2Latex

Stock price prediction using Bidirectional LSTM and sentiment analysis

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

A deep learning model for extracting references from text

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Multitask learning: protein secondary structure prediction, b-values prediction and solvent-accessibility prediction