Wray Buntine

MetaLDA: A Topic Model that Efficiently Incorporates Meta Information

2017

Besides the text content, documents and their associated words usually come with rich sets of meta information, such as categories of documents and semantic/syntactic features of words, like those encoded in word embeddings. Incorporating such …

Reward Engineering for Generating Semi-structured Explanation

2023 · Monash University Research Portal (Monash University)

Semi-structured explanation depicts the implicit process of a reasoner with an explicit representation. This explanation highlights how available information in a specific query is utilised and supplemented with information a reasoner produces from its internal …

Improving Vietnamese-English Medical Machine Translation

2024 · arXiv (Cornell University)

Machine translation for Vietnamese-English in the medical domain is still an under-explored research area. In this paper, we introduce MedEV -- a high-quality Vietnamese-English parallel dataset constructed specifically for the medical domain, comprising approximately 360K …

Learning to Actively Learn Neural Machine Translation

2018

Traditional active learning (AL) methods for machine translation (MT) rely on heuristics. However, these heuristics are limited when the characteristics of the MT problem change due to e.g. the language pair or the amount of …