Can AI write Questions that it can't Answer? [Research, NAACL 2025]
Автор: Jordan Boyd-Graber
Загружено: 2025-04-28
Просмотров: 470
Описание:
Language models like ChatGPT are pretty good at answering questions (e.g. "What is 12 * 12?"), but we show they can surprisingly struggle when asked to do the reverse task: generating questions for answers (e.g. "Give me a question with the answer 144"). We study when these errors happen, what might be causing them, and how they can be addressed.
Paper details:
Nishant Balepur, Feng Gu, Abhilasha Ravichander, Shi Feng, Jordan Boyd-Graber, and Rachel Rudinger. Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer?. Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025.
Read the full paper here:
http://cs.umd.edu/~jbg//docs/2025_naa...
(With links to more information.)
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