NLP Deep Learning Workshop

In this workshop, we will be doing some hands-on leveraging pre-trained models using DL.

How to run:

All the setup is done within the notebook, to run this open with collab

Notebook content:

1. 01_intro_to_transformer_models.ipynb: -- In this notebook we will be learning, how to use pre-trained pipelines provided by hugging face library!
2. 02_Fine_Tuning_Sentiment_Classification.ipynb: -- Next, We will be fine tuning DistilBert for Sentiment Classification dataset
3. 03_ner_fine_tuning.ipynb: -- We will do some final fine-tuning on NER Dataset

Using Doccano:

Lastly, we'll learn about Docanno and how to annotate our own data using Docanno
** Note: To set up docanno, use docanno labelling guide