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NLP Repositories
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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:
NLP Repo.pdf
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NLP Repo collection
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