1 citations · 3 across the 7 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CL2025
ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs
Mohamed Elaraby, Diane Litman
We introduce Argument Representation Coverage (ARC), a bottom-up evaluation framework that assesses how well summaries preserve salient arguments, a crucial issue in summarizing hi…
cs.CL2025
Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization
Yang Zhong, Diane Litman
Detecting factual inconsistency for long document summarization remains challenging, given the complex structure of the source article and long summary length. In this work, we stu…