Robbertje: A distilled dutch bert model

P Delobelle, T Winters, B Berendt - arXiv preprint arXiv:2204.13511, 2022 - arxiv.org
Pre-trained large-scale language models such as BERT have gained a lot of attention
thanks to their outstanding performance on a wide range of natural language tasks …

Robbert-2022: Updating a dutch language model to account for evolving language use

P Delobelle, T Winters, B Berendt - arXiv preprint arXiv:2211.08192, 2022 - arxiv.org
Large transformer-based language models, eg BERT and GPT-3, outperform previous
architectures on most natural language processing tasks. Such language models are first …

Towards fine (r)-grained identification of event coreference resolution types

L De Langhe, O De Clercq, V Hoste - Computational Linguistics in …, 2022 - clinjournal.org
In this paper we present initial efforts to study complex event-event relations or event
coreference in the Dutch language. We are primarily interested in the event-subevent …

Investigating Cross-Document Event Coreference for Dutch

L De Langhe, O De Clercq, V Hoste - Proceedings of the Fifth …, 2022 - aclanthology.org
In this paper we present baseline results for Event Coreference Resolution (ECR) in Dutch
using gold-standard (ie non-predicted) event mentions. A newly developed benchmark …

Probing for dutch relative pronoun choice

G Bouma - Computational Linguistics in the Netherlands Journal, 2021 - clinjournal.org
We propose a linguistically motivated version of the relative pronoun probing task for Dutch
(where a model has to predict whether a masked token is either die or dat), collect realistic …

Exploring LLMs' Capabilities for Error Detection in Dutch L1 and L2 Writing Products

J Kruijsbergen, S Van Geertruyen, V Hoste… - … Linguistics in the …, 2024 - clinjournal.org
This research examines the capabilities of Large Language Models for writing error
detection, which can be seen as a first step towards automated writing support. Our work …

Neuro-Symbolic Creative Artificial Intelligence for Humor

T Winters, L De Raedt - 2023 - lirias.kuleuven.be
In the rapidly evolving domain of artificial intelligence, large language models have shown
significant progress in generating text for creative applications, including humor. However …

7 When do discourse markers affect computational sentence understanding?

R Li, L Allein, D Sileo, MF Moens… - Discourse Markers in …, 2022 - degruyter.com
The capabilities and use cases of automatic natural language processing (NLP) have grown
significantly over the last few years. While much work has been devoted to understanding …