Saku Sugawara

National Institute of Informatics

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Momoka Furuhashi (1)Kouta Nakayama (1)Noboru Kawai (1)Takashi Kodama (1)

Papers (1)

Feb 12, 2026

Which Feedback Works for Whom? Differential Effects of LLM-Generated Feedback Elements Across Learner Profiles

LLM-generated feedback isn't one-size-fits-all: personality dictates which elements resonate with learners, impacting acceptance and potentially learning outcomes.

Momoka Furuhashi, Kouta Nakayama, Noboru Kawai +3

Eval Frameworks & Benchmarks Natural Language Processing

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Saku Sugawara

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)