4 papers
Kvistur 2.0: a BiLSTM Compound Splitter for Icelandic
Jón Friðrik Daðason, David Erik Mollberg, Hrafn Loftsson +1
In this paper, we present a character-based BiLSTM model for splitting Icelandic compound words, and show how varying amounts of training data affects the performance of the model.…
Language Technology Programme for Icelandic 2019-2023
Anna Björk Nikulásdóttir, Jón Guðnason, Anton Karl Ingason +4
In this paper, we describe a new national language technology programme for Icelandic. The programme, which spans a period of five years, aims at making Icelandic usable in communi…
Nefnir: A high accuracy lemmatizer for Icelandic
Svanhvít Lilja Ingólfsdóttir, Hrafn Loftsson, Jón Friðrik Daðason +1
Lemmatization, finding the basic morphological form of a word in a corpus, is an important step in many natural language processing tasks when working with morphologically rich lan…
Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step
Steinþór Steingrímsson, Örvar Kárason, Hrafn Loftsson
Previous work on using BiLSTM models for PoS tagging has primarily focused on small tagsets. We evaluate BiLSTM models for tagging Icelandic, a morphologically rich language, using…