> For the complete documentation index, see [llms.txt](https://tactlabs.gitbook.io/featurepreneur/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tactlabs.gitbook.io/featurepreneur/nlp-repositories.md).

# NLP Repositories

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:

{% file src="/files/-MQwKMwy9ZUY49B3Uhtf" %}
NLP Repo collection
{% endfile %}