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

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

Chinese Poetry Generation

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

AI: Deep Learning for Phishing URL Detection

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

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