[HTML][HTML] A survey on political viewpoints identification

TM Doan, JA Gulla - Online Social Networks and Media, 2022 - Elsevier
Political viewpoints identification (PVI) is a task in Natural Language Processing that takes
political texts and recognizes the writer's opinions towards a political matter. PVI reduces the …

Large-scale contextualised language modelling for Norwegian

A Kutuzov, J Barnes, E Velldal, L Øvrelid… - arXiv preprint arXiv …, 2021 - arxiv.org
We present the ongoing NorLM initiative to support the creation and use of very large
contextualised language models for Norwegian (and in principle other Nordic languages) …

NorBench--A Benchmark for Norwegian Language Models

D Samuel, A Kutuzov, S Touileb, E Velldal… - arXiv preprint arXiv …, 2023 - arxiv.org
We present NorBench: a streamlined suite of NLP tasks and probes for evaluating
Norwegian language models (LMs) on standardized data splits and evaluation metrics. We …

Scandeval: A benchmark for Scandinavian natural language processing

DS Nielsen - arXiv preprint arXiv:2304.00906, 2023 - arxiv.org
This paper introduces a Scandinavian benchmarking platform, ScandEval, which can
benchmark any pretrained model on four different tasks in the Scandinavian languages. The …

Occupational biases in Norwegian and multilingual language models

S Touileb, L Øvrelid, E Velldal - … of the 4th Workshop on Gender …, 2022 - aclanthology.org
In this paper we explore how a demographic distribution of occupations, along gender
dimensions, is reflected in pre-trained language models. We give a descriptive assessment …

A comprehensive comparison of open-source libraries for handwritten text recognition in norwegian

M Maarand, Y Beyer, A Kåsen, KT Fosseide… - … Workshop on Document …, 2022 - Springer
In this paper, we introduce an open database of historical handwritten documents fully
annotated in Norwegian, the first of its kind, allowing the development of handwritten text …

Group-based personalized news recommendation with long-and short-term fine-grained matching

H Xu, Q Peng, H Liu, Y Sun, W Wang - ACM Transactions on Information …, 2023 - dl.acm.org
Personalized news recommendation aims to help users find news content they prefer, which
has attracted increasing attention recently. There are two core issues in news …

Distributed Recommendation Systems: Survey and Research Directions

Q Cai, J Cao, G Xu, N Zhu - ACM Transactions on Information Systems, 2024 - dl.acm.org
With the explosive growth of online information, recommendation systems have become
essential tools for alleviating information overload. In recent years, researchers have …

Measuring harmful representations in Scandinavian language models

S Touileb, D Nozza - arXiv preprint arXiv:2211.11678, 2022 - arxiv.org
Scandinavian countries are perceived as role-models when it comes to gender equality.
With the advent of pre-trained language models and their widespread usage, we investigate …

NewsRecLib: A PyTorch-Lightning library for neural news recommendation

A Iana, G Glavaš, H Paulheim - arXiv preprint arXiv:2310.01146, 2023 - arxiv.org
NewsRecLib is an open-source library based on Pytorch-Lightning and Hydra developed for
training and evaluating neural news recommendation models. The foremost goals of …