Citation Intent Classification

Table of Contents

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

Built With


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

  1. Clone the repo
git clone
  1. Download GloVe and ELMo word representation from the link above
  2. Download Scicite dataset


  1. Convert jsonl file in Scicite to csv with

  2. Set hyperparameters and paths in and in

  3. To train the model run



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