Purnomo Husnul Khotimah

Similarity-Based Prompting of Instruction-Tuned Models for English and Translated Indonesian News Summarization

Retrieving semantically similar demonstrations is widely reported to improve in-context learning, but that evidence comes largely from classification and short-form generation, where demonstrations fit comfortably in context. We ask whether the benefit transfers to long-document news summarization, and whether it survi...