Neural-Machine-Translation - Implementation of revolutionary machine translation models

Last update: Feb 17, 2022

Overview

Neural Machine Translation

Framework: PyTorch

Repository contaning my implementation of the three important papers in machine translation task:

"Sequence to Sequence Learning with Neural Networks" paper by Sutskever et. al (2014)
"Neural Machine Translation by Jointly Learning to Align and Translate" paper by Bahdanau et. al (2014)
"Attention Is All You Need paper" by Vaswani et. al (2017)

Reference:

Owner

Utkarsh Jain

Junior Research Fellow @ Indian Institute of Technology Guwahati. An alumnus of Indian Institute of Technology Mandi.

GitHub Repository

wxPython app for converting encodings, modifying and fixing SRT files

Subtitle Converter Program za obradu srt i txt fajlova. Requirements: Python version 3.8 wxPython version 4.1.0 or newer Libraries: srt, PyDispatcher

4 Nov 25, 2022

This is a NLP based project to extract effective date of the contract from their text files.

Date-Extraction-from-Contracts This is a NLP based project to extract effective date of the contract from their text files. Problem statement This is

1 Jan 26, 2022

Speech to text streamlit app

Speech to text Streamlit-app! 👄 This speech to text recognition is powered by t

9 Jan 01, 2023

A Survey of Natural Language Generation in Task-Oriented Dialogue System (TOD): Recent Advances and New Frontiers

132 Nov 25, 2022

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

N-Grammer - Pytorch Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch Install $ pip install n-grammer-pytorch Usage

66 Dec 29, 2022

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

GAN stability This repository contains the experiments in the supplementary material for the paper Which Training Methods for GANs do actually Converg

884 Nov 11, 2022

Interactive Jupyter Notebook Environment for using the GPT-3 Instruct API

gpt3-instruct-sandbox Interactive Jupyter Notebook Environment for using the GPT-3 Instruct API Description This project updates an existing GPT-3 san

312 Jan 03, 2023

Finally decent dictionaries based on Wiktionary for your beloved eBook reader.

eBook Reader Dictionaries Finally, decent dictionaries based on Wiktionary for your beloved eBook reader. Dictionaries Catalan 🚧 Ελληνικά (help welco

163 Dec 31, 2022

PyTorch impelementations of BERT-based Spelling Error Correction Models.

PyTorch impelementations of BERT-based Spelling Error Correction Models

209 Dec 30, 2022

Almost State-of-the-art Text Generation library

Ps: we are adding transformer model soon Text Gen 🐐 Almost State-of-the-art Text Generation library Text gen is a python library that allow you build

63 Jun 24, 2022

Huggingface Transformers + Adapters = ❤️

adapter-transformers A friendly fork of HuggingFace's Transformers, adding Adapters to PyTorch language models adapter-transformers is an extension of

1.2k Jan 09, 2023

A Multi-modal Model Chinese Spell Checker Released on ACL2021.

ReaLiSe ReaLiSe is a multi-modal Chinese spell checking model. This the office code for the paper Read, Listen, and See: Leveraging Multimodal Informa

106 Dec 29, 2022

This is a project built for FALLABOUT2021 event under SRMMIC, This project deals with NLP poetry generation.

FALLABOUT-SRMMIC 21 POETRY-GENERATION HINGLISH DESCRIPTION We have developed a NLP(natural language processing) model which automatically generates a

7 Sep 28, 2021

This project uses unsupervised machine learning to identify correlations between daily inoculation rates in the USA and twitter sentiment in regards to COVID-19.

4 Oct 15, 2022