2 papers
cs.CL2025
MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
Nishant Balepur, Alexa Siu, Nedim Lipka +4
Query-focused summarization (QFS) gives a summary of documents to answer a query. Past QFS work assumes queries have one answer, ignoring debatable ones (Is law school worth it?).…
cs.HC2024
Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models
Raymond Fok, Nedim Lipka, Tong Sun +1
Knowledge workers often need to extract and analyze information from a collection of documents to solve complex information tasks in the workplace, e.g., hiring managers reviewing…