iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration
arXiv:2109.11621
Abstract
We introduce iFacetSum, a web application for exploring topical document sets. iFacetSum integrates interactive summarization together with faceted search, by providing a novel faceted navigation scheme that yields abstractive summaries for the user's selections. This approach offers both a comprehensive overview as well as concise details regarding subtopics of choice. Fine-grained facets are automatically produced based on cross-document coreference pipelines, rendering generic concepts, entities and statements surfacing in the source texts. We analyze the effectiveness of our application through small-scale user studies, which suggest the usefulness of our approach.
Proceedings of EMNLP 2021, System Demonstrations. 7 pages and an appendix