4 papers · 1 filter
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy
Alistair Plum, Tharindu Ranasinghe, Christoph Purschke
This paper addresses the challenges in developing language models for less-represented languages, with a focus on Luxembourgish. Despite its active development, Luxembourgish faces…
Neural Text Normalization for Luxembourgish using Real-Life Variation Data
Anne-Marie Lutgen, Alistair Plum, Christoph Purschke +1
Orthographic variation is very common in Luxembourgish texts due to the absence of a fully-fledged standard variety. Additionally, developing NLP tools for Luxembourgish is a diffi…
LuxBank: The First Universal Dependency Treebank for Luxembourgish
Alistair Plum, Caroline Döhmer, Emilia Milano +2
The Universal Dependencies (UD) project has significantly expanded linguistic coverage across 161 languages, yet Luxembourgish, a West Germanic language spoken by approximately 400…
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language
Alistair Plum, Tharindu Ranasinghe, Christoph Purschke
Relation extraction is essential for extracting and understanding biographical information in the context of digital humanities and related subjects. There is a growing interest in…