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:
Last updated