Data

Tools

Indexes

Applications

Experiments

Open Source Science

nlp_minihack

Workshop materials for a two-day, remote Mini Hack where participants learned what Natural Language Processing is, how to preprocess data for it, how to conduct it, and how to evaluate topics.

https://github.com/daniellekurtin/nlp_minihack

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.0%) to scientific vocabulary

Keywords

colab colab-notebook guide introduction natural-language-processing nlp nltk-python open-science tutorial
Last synced: 4 months ago · JSON representation ·

Repository

Workshop materials for a two-day, remote Mini Hack where participants learned what Natural Language Processing is, how to preprocess data for it, how to conduct it, and how to evaluate topics.

Basic Info
  • Host: GitHub
  • Owner: daniellekurtin
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage: https://osf.io/wbupr/
  • Size: 1.93 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Topics
colab colab-notebook guide introduction natural-language-processing nlp nltk-python open-science tutorial
Created about 4 years ago · Last pushed almost 3 years ago
Metadata Files
Readme License Citation

README.md

Natural lanugage processing (NLP) workshop

Hello! This repository stores the code and slides for a two-day Mini Hack that taught participants what NLP is, how to conduct preprocessing and NLP, and how to evaluate the outputs. The workshop is coded in Python, and is pitched for those with minimal coding experience and no NLP experience. You can access the code by clicking on the "NLPMiniHackWorkshop.ipynb" file, then clicking the blue "open in Colab" button, as pictured below.

image

In the Google Colab, you can use Python to perform preprocessing for a body of text- in this case, a small corpus of research papers on open and reproducble science. Then, you can use NLP to extract the themes uniting the papers. There are slides and activities embedded within the Colab, to encourage interaction with the code.

This event was created and organized by the following people (listed in alphebtical order by last name): Maria Balaet, Danielle Kurtin, Yorguin Mantilla Ramos, Violeta Menendez Gonzalez, Constantin Orasan, Roonak Rezvani, Eliana Salas Villa, and Zhaoying Yu

nlp_poster

Owner

  • Name: DanielleKurtin
  • Login: daniellekurtin
  • Kind: user
  • Location: London, UK

I am a postdoc at @ImperialCollegeLondon investigating how functional connectivity changes over time in response to brain stimulation and psychedelics

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Kurtin"
  given-names: "Danielle"
  orcid: "https://orcid.org/0000-0001-5368-6737"

- family-names: "Orasan"
  given-names: "Constantin"  
  orcd: "https://orcid.org/0000-0003-2067-8890"

- family-names: "Menendez Gonzalez"
  given-names: "Violeta"

- family-names: "Mantilla Ramos"
  given-names: "Yorguin"
  orcd: "https://orcid.org/0000-0003-4473-0876"
  
- family-names: "Balaet"
  given-names: "Maria"
  orcd: "https://orcid.org/0000-0002-0562-6139"
  
- family-names: "Rezvani"
  given-names: "Roonak"
  orcd: "https://orcid.org/0000-0001-5580-5058"
  
- family-names: "Zhaoying"
  given-names: "Yu"

title: "Natural Language Processing Mini Hack"
version: 1.0.0
date-released: 2022-01-17
url: "https://github.com/daniellekurtin/NLP_MiniHack"

GitHub Events

Total
Last Year