Seq2seq attn - Use the Seq2Seq method to implement machine translation and introduce Attention mechanism to improve the results

Overview

Seq2seq_attn

Use the Seq2Seq method to implement machine translation and use the Attention mechanism to improve the performence

  • Using ** Pytroch** to implement NLP task in mechain translation
  • NLP_translation.py: implement model training and testing
  • Attention.py: Using Seq2Seq with attenion
  • PlainSeq2Seq.py : Using Seq2Seq without attention

We also store the model and the DataSets in the directory ./data/nmt

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

CTC Decoding Algorithms Update 2021: installable Python package Python implementation of some common Connectionist Temporal Classification (CTC) decod

Harald Scheidl 736 Jan 03, 2023
Generating new names based on trends in data using GPT2 (Transformer network)

MLOpsNameGenerator Overall Goal The goal of the project is to develop a model that is capable of creating PokΓ©mon names based on its description, usin

Gustav Lang Moesmand 2 Jan 10, 2022
Image2pcl - Enter the metaverse with 2D image to 3D projections

Image2PCL Enter the metaverse with 2D image to 3D projections! This is an implem

Benjamin Ho 0 Feb 05, 2022
Official Stanford NLP Python Library for Many Human Languages

Official Stanford NLP Python Library for Many Human Languages

Stanford NLP 6.4k Jan 02, 2023
Spacy-ginza-ner-webapi - Named Entity Recognition API with spaCy and GiNZA

Named Entity Recognition API with spaCy and GiNZA I wrote a blog post about this

Yuki Okuda 3 Feb 27, 2022
Tools for curating biomedical training data for large-scale language modeling

Tools for curating biomedical training data for large-scale language modeling

BigScience Workshop 242 Dec 25, 2022
This code extends the neural style transfer image processing technique to video by generating smooth transitions between several reference style images

Neural Style Transfer Transition Video Processing By Brycen Westgarth and Tristan Jogminas Description This code extends the neural style transfer ima

Brycen Westgarth 110 Jan 07, 2023
A 10000+ hours dataset for Chinese speech recognition

A 10000+ hours dataset for Chinese speech recognition

309 Dec 16, 2022
Lyrics generation with GPT2-based Transformer

HuggingArtists - Train a model to generate lyrics Create AI-Artist in just 5 minutes! πŸš€ Run the demo notebook to train πŸš€ Run the GUI demo to test Di

Aleksey Korshuk 65 Dec 19, 2022
Grover is a model for Neural Fake News -- both generation and detectio

Grover is a model for Neural Fake News -- both generation and detection. However, it probably can also be used for other generation tasks.

Rowan Zellers 856 Dec 24, 2022
A python package for deep multilingual punctuation prediction.

This python library predicts the punctuation of English, Italian, French and German texts. We developed it to restore the punctuation of transcribed spoken language.

Oliver Guhr 27 Dec 22, 2022
Baseline code for Korean open domain question answering(ODQA)

Open-Domain Question Answering(ODQA)λŠ” λ‹€μ–‘ν•œ μ£Όμ œμ— λŒ€ν•œ λ¬Έμ„œ μ§‘ν•©μœΌλ‘œλΆ€ν„° μžμ—°μ–΄ μ§ˆμ˜μ— λŒ€ν•œ 닡변을 μ°Ύμ•„μ˜€λŠ” taskμž…λ‹ˆλ‹€. μ΄λ•Œ μ‚¬μš©μž μ§ˆμ˜μ— λ‹΅λ³€ν•˜κΈ° μœ„ν•΄ μ£Όμ–΄μ§€λŠ” 지문이 λ”°λ‘œ μ‘΄μž¬ν•˜μ§€ μ•ŠμŠ΅λ‹ˆλ‹€. λ”°λΌμ„œ 사전에 κ΅¬μΆ•λ˜μ–΄μžˆλŠ” Knowl

VUMBLEB 69 Nov 04, 2022
Pipeline for chemical image-to-text competition

BMS-Molecular-Translation Introduction This is a pipeline for Bristol-Myers Squibb – Molecular Translation by Vadim Timakin and Maksim Zhdanov. We got

Maksim Zhdanov 7 Sep 20, 2022
XLNet: Generalized Autoregressive Pretraining for Language Understanding

Introduction XLNet is a new unsupervised language representation learning method based on a novel generalized permutation language modeling objective.

Zihang Dai 6k Jan 07, 2023
Code and datasets for our paper "PTR: Prompt Tuning with Rules for Text Classification"

PTR Code and datasets for our paper "PTR: Prompt Tuning with Rules for Text Classification" If you use the code, please cite the following paper: @art

THUNLP 118 Dec 30, 2022
Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.

Lightning ASR Modular and extensible speech recognition library leveraging pytorch-lightning and hydra What is Lightning ASR β€’ Installation β€’ Get Star

Soohwan Kim 40 Sep 19, 2022
Smart discord chatbot integrated with Dialogflow to manage different classrooms and assist in teaching!

smart-school-chatbot Smart discord chatbot integrated with Dialogflow to interact with students naturally and manage different classes in a school. De

Tom Huynh 5 Oct 24, 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings

SimCSE: Simple Contrastive Learning of Sentence Embeddings This repository contains the code and pre-trained models for our paper SimCSE: Simple Contr

Princeton Natural Language Processing 2.5k Jan 07, 2023
OpenAI CLIP text encoders for multiple languages!

Multilingual-CLIP OpenAI CLIP text encoders for any language Colab Notebook Β· Pre-trained Models Β· Report Bug Overview OpenAI recently released the pa

Fredrik Carlsson 481 Dec 30, 2022