2025
LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA
EMNLP 2025
Question Answering (QA) on narrative text poses a unique challenge to current systems, requiring a deep understanding of long, complex documents. However, the reliability of NarrativeQA, the most widely used benchmark in this domain, is hindered by noisy documents and flawed QA pairs. In this work,