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

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