Despite excellent results on benchmarks over a small subset of languages, large language models struggle to process text from languages situated in 'lower-resource' scenarios such as dialects/sociolects (national or social varieties of a language), …
The tutorial describes the concept of edit distances applied to research and commercial contexts. We use Translation Edit Rate (TER), Levenshtein, Damerau-Levenshtein, Longest Common Subsequence and n-gram distances to demonstrate the frailty of …
Despite excellent results on benchmarks over a small subset of languages, large language models struggle to process text from languages situated in 'lower-resource' scenarios such as dialects/sociolects (national or social varieties of a language), …
The focus of this tutorial is to cover the breadth of the literature on recent advances in Unsupervised Machine Translation. The tutorial will help the audience in getting started with unsupervised machine translation. The tutorial will span over …