Disciplinary variety in citation polarity

This repository contains supplementary information and code used for the paper in submission "Disciplinary Variations in Citation Polarity: A Model-Based Perspective".

The human-annotated citation data used for training is published by Hernández and Gómez (2017), obtained from http://hdl.handle.net/10045/47416. Various scripts used for fine tuning models and analyzing the results can be found under scripts/. The final model used for all the analyses in the paper is also released at https://huggingface.co/coltekin/citation-polarity-roberta-base.

The data used for automatic annotation and analyses are obtained from the Frontiers publishing. Please get in touch with us if you would like to replicate the results or work with the data.