NLP Repositories

Go NLP!

Here are all the NLP Repositories

Notebook

Added

Description

Model

Task

Creator

Source

Noun Phrase Chunker Adpater

12.02.20

Demo for building an adapter for conducting inference on chunk phrase extraction task

BERT Adapter

Chunk Phrase Extraction

AdapterHub

Model Sparsification

12.02.20

Demo for Sparsifying a RoBERTa model prior to traiing in PyTorch

RoBERTa

Sparsification

Hugging Face

LXMERT

12.02.20

Demo for conducting inference on LXMERT model with an FRCNN network to answer user provided questions on user-provided images

LXMERT

Visual Question Answering

Hugging Face

NER: End-to-End Example with Datasets and Transformers Scripts

12.02.02

Demo for training BERT on the XTREME multilingual benchmark fro the NER task. Also uses Tensorborad for visualizing training

BERT

Named Entity Recognition (NER)

Manu Remoro

E2E-TensorflowTTS

12.02.20

Demo for conducting inference with realtime end to end text-to-speech using TensorflowTTS

Tacotron, FastSpeech and MELGAN

Text-to-Speech

Tensorflor

Finetuning on Polyglot NER with Datasets and Transformers scripts for NER downstream task

12.02.20

Demo for training BERT on the Polyglot NER dataset. Also uses Tensorboard for visualizing training

BERT

Named Entity Recognition (NER)

Manu Remoro

End-To-End Masked Language Modeling with BERT

12.02.20

Demo for building a BERT model from scratch, train it with masked language modeling task, and then finetune on a sentiment classification task

BERT

Language modeling, Sentiment Analysis

Ankur Singh

BERT-Ranker for ClariQ

12.02.02

Demo for training BERT on the ClariQ dataset for ranking clarifying questions to queries

BERT

Ranking

Gustavo Penha

Dialet Adaopter

12.02.20

Demo for training Arabic Dialet Corpus on BERT Adapter for classifying Arbic by dialect

AraBERT

Classification

Nick Doiron

NeMo Voice Swap Demo

12.02.20

Demo shows how to use NVIDIA NeMo swap a coice in the audio fragment with a computer generated one

QuartzNet, Tacotron2, Waveglow

Automatic Speech Recognition (ASR)

NVDIA

Pretrained Language Models for Downstream Tasks

12.02.20

Demo for initializing a transformer for NER using NeMo's framework

RoBERTa

Named Entity Recognition (NER)

NVIDIA

Source: