English-Hindi translation with attention. WIP

Example attention-seq2seq implementations.

Seq2Seq model that restores punctuation on English input text.

Three different implementations for neural machine translation

Text Summarization using Abstractive text summarization

Vietnamese and Chinese to English

A simple attention deep learning model to answer questions about a given video with the most relevant video intervals as answers.

Generating short length description of news articles

Tensorflow2.0 implementation of neural machine translation with Bahdanau attention

Analysis of 'Attention is not Explanation' performed for the University of Amsterdam's Fairness, Accountability, Confidentiality and Transparency in AI Course Assignment, January 2020

Used Tensorflow and Keras Framework

Basic seq2seq model including simplest encoder & decoder and attention-based ones

An Image Caption Generation based search

Summaries and notes on Deep Learning research papers in natural language processing(NLP) domain.

Convolution Sequence to Sequence models for Hand Written Text Recognition

A T5-based Seq2Seq Model that Generates Titles for Machine Learning Papers using the Abstract

Generates summary of a given news article. Used attention seq2seq encoder decoder model.

Text Summarizer implemented in PyTorch

Attention-based end-to-end ASR on TIMIT in PyTorch