Joongbo Shin

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning

2024

Instruction tuning has emerged as a powerful technique, significantly boosting zero-shot performance on unseen tasks.While recent work has explored cross-lingual generalization by applying instruction tuning to multilingual models, previous studies have primarily focused on English, …

Improving Neural Question Generation Using Answer Separation

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

Neural question generation (NQG) is the task of generating a question from a given passage with deep neural networks. Previous NQG models suffer from a problem that a significant proportion of the generated questions include …