Citation Intent Classification

Table of Contents

• About the Project
  • Built With
  • Installation
• Usage
• Acknowledgments

About The Project

Citation Intent Classification in scientific papers using the Scicite dataset an Pytorch

For more information, read the report located in the repo root.

Built With

• Python
• Pytorch
• GloVe
• ELMo
• Scicite

Installation

To get a local copy up and running follow these simple steps.

1. Clone the repo

git clone https://github.com/FedeNoce/Citation_Intent_Classification.git

2. Download GloVe and ELMo word representation from the link above
3. Download Scicite dataset

Usage

1. Convert jsonl file in Scicite to csv with jsonl_to_csv.py

2. Set hyperparameters and paths in classification.py and in utils.py

3. To train the model run classification.py

Authors

• Federico Nocentini
• Corso Vignoli

Acknowledgments

We tried to reply the results obtained in Structural Scaffolds for Citation Intent Classification in Scientific Publications - Computer Engineering Master Degree @University of Florence