Multi-dialect Neural Machine Translation and Dialectometry
Code (0)
등록된 구현이 없습니다.
Tasks
Machine TranslationTranslationSimilar Papers 제목 키워드 기반
Finding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGs
This paper develops a construction-based dialectometry capable of identifying previously unknown constructions and measuring the degree to which a given construction is subject to regional variation. The central idea is …
Computational analysis of Gondi dialects
This paper presents a computational analysis of Gondi dialects spoken in central India. We present a digitized data set of the dialect area, and analyze the data using different techniques from dialectometry, deep learni…
Word AlignmentdialectR: Doing Dialectometry in R
We present dialectR, an open-source R package for performing quantitative analyses of dialects based on categorical measures of difference and on variants of edit distance. dialectR stands as one of the first programmabl…
ClusteringLSTM Autoencoders for Dialect Analysis
Computational approaches for dialectometry employed Levenshtein distance to compute an aggregate similarity between two dialects belonging to a single language group. In this paper, we apply a sequence-to-sequence autoen…
Dimensionality ReductionComparing Pipelined and Integrated Approaches to Dialectal Arabic Neural Machine Translation
When translating diglossic languages such as Arabic, situations may arise where we would like to translate a text but do not know which dialect it is. A traditional approach to this problem is to design dialect identific…
Dialect IdentificationMachine TranslationTranslation