Yan LHomme

Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition

Understanding the nature of high-quality summaries is crucial to further improve the performance of multi-document summarization. We propose an approach to characterize human-written summaries using partial information decomposition, which decomposes the mutual information provided by all source doc…