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Continual learning under language shift
The recent increase in data and model scale for language model pre-training has led to
huge training costs. In scenarios where new data become available over time, updating a …
huge training costs. In scenarios where new data become available over time, updating a …
Icelandic in late modernity: On language policy discourses, stylistic variation, and the fate of purism and standard language ideology
AP Kristinsson, K Árnason - Sociolinguistica, 2024 - degruyter.com
Social changes in late modernity have implications for the ways in which variation in
Icelandic language use comes to be associated with different modes of communication, and …
Icelandic language use comes to be associated with different modes of communication, and …
Help yourself from the buffet: National language technology infrastructure initiative on clarin-is
In this paper we describe how a fairly new CLARIN member is building a broad collection of
national language resources for use in language technology (LT). As a CLARIN C-centre …
national language resources for use in language technology (LT). As a CLARIN C-centre …
Train More Parameters But Mind Their Placement: Insights into Language Adaptation with PEFT
J Kunz - arxiv preprint arxiv:2412.12674, 2024 - arxiv.org
Smaller LLMs still face significant challenges even in medium-resourced languages,
particularly when it comes to language-specific knowledge--a problem not easily resolved …
particularly when it comes to language-specific knowledge--a problem not easily resolved …
Is Part-of-Speech Tagging a Solved Problem for Icelandic?
We train and evaluate four Part-of-Speech tagging models for Icelandic. Three are older
models that obtained the highest accuracy for Icelandic when they were introduced. The …
models that obtained the highest accuracy for Icelandic when they were introduced. The …
[PDF][PDF] Split and double infinitives in Icelandic
JG Jónsson - WPSS, 2023 - projekt.ht.lu.se
A corpus study of að-infinitives in Icelandic reveals important data that have so far gone
unnoticed in the theoretical literature. The study shows that Icelandic allows split infinitives …
unnoticed in the theoretical literature. The study shows that Icelandic allows split infinitives …
[PDF][PDF] Aligning language models to professional domains using preference training
ÞH Harðarson - 2024 - skemman.is
Recent research has shown that utilizing preference training methods, such as
reinforcement learning from human feedback (RLHF) or direct preference optimization …
reinforcement learning from human feedback (RLHF) or direct preference optimization …
Data-driven Part-of-Speech taggers for Icelandic: comparison and error analysis
ÖH Kárason - 2023 - skemman.is
Part-of-Speech (POS) tagging is a sequential labelling task in which words, punctuation, and
symbols occurring in running text, ie, tokens are assigned a tag describing their …
symbols occurring in running text, ie, tokens are assigned a tag describing their …
[PDF][PDF] Case assignment and the linear order of coordinated verbs
In this paper, we draw on corpus data to show that in Icelandic, verbs that assign distinct
cases can be coordinated and share a single object: the verb on the right determines the …
cases can be coordinated and share a single object: the verb on the right determines the …