FFCI: A framework for interpretable automatic evaluation of summarization

About

FFCI is a framework for fine-grained summarization evaluation that comprises four elements: Faithfulness (degree of factual consistency with the source), Focus (precision of summary content relative to the reference), Coverage (recall of summary content relative to the reference), and Inter-sentential coherence (document fluency between adjacent sentences).

Paper

Fajri Koto, Timothy Baldwin, and Jey Han Lau. FFCI: A Framework for Interpretable Automatic Evaluation of Summarization. Under review for the Journal of Artificial Intelligence Research (JAIR 2021).

Data

You can find the data used in our experiments in folder Data.