2 papers
cs.CL2025
BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering
Ryuhei Miyazato, Ting-Ruen Wei, Xuyang Wu +2
Aspect-based summarization aims to generate summaries that highlight specific aspects of a text, enabling more personalized and targeted summaries. However, its application to book…
cs.IR2025
Ensembling Multiple Hallucination Detectors Trained on VLLM Internal Representations
Yuto Nakamizo, Ryuhei Miyazato, Hikaru Tanabe +2
This paper presents the 5th place solution by our team, y3h2, for the Meta CRAG-MM Challenge at KDD Cup 2025. The CRAG-MM benchmark is a visual question answering (VQA) dataset foc…