Robust Inattentive Discrete Choice

In today’s era of information explosion, decision-makers are faced with a vast amount of information, not all of which is relevant to their decisions. To better make optimal decisions in data-rich environments, the Rational Inattention (RI) model has been introduced into the field of economics. The core idea of this model is that decision-makers ne...

Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation

Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation Research Background and Problem Statement In recent years, Neural Machine Translation (NMT) has become a benchmark technology in natural language processing. However, while NMT achieves near-human translation performance on large-scale parallel corpora, its effectivenes...