Jupyter notebook for geoparsing French hike descriptions with the PERDIDO Geoparser

Notebooks of our research and modelling for Named Entity Recognition (Location Only)

🗨️ This repository contains a collection of notebooks and resources for various NLP tasks using different architectures and frameworks.

This repository contains a Named Entity Recognizer inside of a Google Colab notebook built on top of a publicly available NER dataset.

short and simple notebook which demonstrates the creation of a graph which visualizes the connections network between the main places and people in a book

Python code and Notebooks of NLP practices and MOOC

Atelier d'initiation à la reconnaissance d'entités nommées avec spaCy

A Jupyter Notebook containing methods for common tasks related to the field of Natural Language Processing

A collection of NLP related scripts and notebooks for using the framework flair (https://github.com/flairNLP/flair)

Training Notebooks

This repository contains codes and notebooks used in various competitions

Notebook for Flan-T5 – an alternative to large language models like GPT-3 & GPT-4 for NLP tasks like named entity recognition and text generation.

Chinese NER problem that needs to capture 18 types of entities in medical conversation text. The process is divided into 4 parts that are encapsulated in high-level abstract classes. We control the workflow in a single Jupyter notebook.

A Jupyter notebook demonstrating entity extraction on headlines with SpaCy.

This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.

Contains jupyter notebooks, presentations and examples for Keras, Google AI Platform and Kubeflow.

Jupyter Notebook describing named entity recognition (NER) using conditional random fields (CRFs), implemented using scikit-learn / sklearn-crfsuite.

Jupyter notebook for geoparsing French historical documents with the PERDIDO Geoparser

Colab notebooks exploring different Machine Learning topics.

Natural Language Processing