Abstract We present Expected Statistic Regulariza tion (ESR), a novel regularization
technique that utilizes low-order multi-task structural statistics to shape model distributions …

The tape spring is a crucial component used in the deployment mechanism of spacecraft,
and the lightweight design of the deployment mechanism is currently one of the critical …

With the strong representational capabilities of pre-trained language models, dependency
parsing in resource-rich languages has seen significant advancements. However, the …

Despite the impressive growth of the abilities of multilingual language models, such as XLM-
R and mT5, it has been shown that they still face difficulties when tackling typologically …

We explore the link between the extent to which syntactic relations are preserved in
translation and the ease of correctly constructing a parse tree in a zero-shot setting. While …

The goal of this thesis is to improve the feasibility of building applied NLP systems for more
diverse and niche real-world use-cases of extracting structured information from text. A core …