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Publications

In press

EmoTwiCS : a corpus for modelling emotion trajectories in Dutch customer service dialogues on Twitter (.pdf)

Labat, S., Demeester, T., & Hoste, V. (2024).

The limitations of irony detection in Dutch social media (.pdf)

Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2024).

2024

Exploring LLMs’ Capabilities for Error Detection in Dutch L1 and L2 Writing Products (.pdf)

Kruijsbergen, J., Van Geertruyen, S, Hoste, V., & De Clercq, O. (2024).

The influence of personality traits and game design elements on player enjoyment : an empirical study on gwaps for linguistics

Segundo Díaz, R., Rovelo, G., Bouzouita, M., Hoste, V., & Coninx, K. (2024).

2023

EventDNA : a dataset for Dutch news event extraction as a basis for news diversification (.pdf)

Colruyt, C., De Clercq, O., Desot, ThD, & Hoste, V. (2023).

Annotation guidelines for labeling aspect-based sentiment analysis en aspect-based emotion analysis in the SentEMO project : version 1.0 (.pdf)

De Geyndt, E., De Clercq, O., Van Hee, C., Lefever, E., & Hoste, V. (2023).

Leveraging structural discourse information for event coreference resolution in Dutch (.pdf)

De Langhe, L., De Clercq, O., & Hoste, V. (2023).

Constructing a cross-document event coreference corpus for Dutch (.pdf)

De Langhe, L., De Clercq, O., & Hoste, V. (2023).

A benchmark for dutch end-to-end cross-document event coreference resolution (.pdf)

De Langhe, L., Desot, ThD, De Clercq, O., & Hoste, V. (2023).

Unimodalities count as perspectives in multimodal emotion annotation (.pdf)

Du, Q, Labat, S., Demeester, T., & Hoste, V. (2023).

Diverse content selection for educational question generation (.pdf)

Hadifar, A., Bitew, S., Deleu, J., Hoste, V., Develder, C., & Demeester, T. (2023).

Fuzzy rough nearest neighbour methods for aspect-based sentiment analysis (.pdf)

Kaminska, OK, Cornelis, C., & Hoste, V. (2023).

Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony (.pdf)

Kaminska, OK, Cornelis, C., & Hoste, V. (2023).

A fine line between irony and sincerity : identifying bias in transformer models for irony detection (.pdf)

Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2023).

The influence of personality traits and game design elements on player enjoyment : a demo on GWAPs for part-of-speech tagging (.pdf)

Segundo Díaz, R., Rovelo, G., Bouzouita, M., Hoste, V., & Coninx, K. (2023).

2022

Aspect-based emotion analysis and multimodal coreference : a case study of customer comments on Adidas instagram posts (.pdf)

De Bruyne, L., Karimi, A., De Clercq, O., Prati, A., & Hoste, V. (2022).

How language-dependent is emotion detection? Evidence from multilingual BERT (.pdf)

De Bruyne, L., Singh, P., De Clercq, O., Lefever, E., & Hoste, V. (2022).

SentEMO : a multilingual adaptive platform for aspect-based sentiment and emotion analysis (.pdf)

De Geyndt, E., De Clercq, O., Van Hee, C., Lefever, E., Singh, P., Parent, O., & Hoste, V. (2022).

Text Mining the “Talk of Literature” Surrounding the Ingeborg-Bachmann-Preis: A Case Study in Domain Adaptation for German-Language Aspect-Based Sentiment Analysis (.pdf)

De Greve, L., Martens, G., Hoste, V., Bernaerts, L., Vandenhaute, D., & Roose, H. (2022).

Investigating cross-document event coreference for Dutch (.pdf)

De Langhe, L., De Clercq, O., & Hoste, V. (2022).

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

De Langhe, L., De Clercq, O., & Hoste, V. (2022).

Automatic classification of participant roles in cyberbullying : can we detect victims, bullies, and bystanders in social media text? (.pdf)

Jacobs, G.M., Van Hee, C., & Hoste, V. (2022).

LT3 at SemEval-2022 task 6 : fuzzy-rough nearest neighbor classification for sarcasm detection (.pdf)

Kaminska, OK, Cornelis, C., & Hoste, V. (2022).

An emotional journey : detecting emotion trajectories in Dutch customer service dialogues (.pdf)

Labat, S., Hadifar, A., Demeester, T., & Hoste, V. (2022).

Variation in the expression and annotation of emotions : a Wizard of Oz pilot study (.pdf)

Labat, S., Ackaert, N., Demeester, T., & Hoste, V. (2022).

Irony detection for Dutch : a venture into the implicit (.pdf)

Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2022).

D-terminer : online demo for monolingual and bilingual automatic term extraction (.pdf)

Rigouts Terryn, A., Hoste, V., & Lefever, E. (2022).

Tagging terms in text : a supervised sequential labelling approach to automatic term extraction (.pdf)

Rigouts Terryn, A., Hoste, V., & Lefever, E. (2022).

Using natural language processing to automatically classify written self-reported narratives by patients with migraine or cluster headache (.pdf)

Vandenbussche, N., Van Hee, C., Hoste, V., & Paemeleire, K. (2022).

2021

Prospects for Dutch emotion detection : insights from the new EmotioNL dataset (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2021).

Annotating affective dimensions in user-generated content : comparing the reliability of best-worst scaling, pairwise comparison and rating scales for annotating valence, arousal and dominance (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2021).

Emotional RobBERT and insensitive BERTje : combining transformers and affect lexica for Dutch emotion detection (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2021).

Mixing and matching emotion frameworks : investigating cross-framework transfer learning for Dutch emotion detection (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2021).

Guidelines for Annotating Events and Event Coreference in Dutch News Articles (version 1.0) (.pdf)

De Langhe, L., De Clercq, O., & Hoste, V. (2021).

Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch (.pdf)

Desot, ThD, De Clercq, O., & Hoste, V. (2021).

Current limitations in cyberbullying detection : on evaluation criteria, reproducibility, and data scarcity (.pdf)

Emmery, C., Verhoeven, B., De Pauw, G., Jacobs, G.M., Van Hee, C., Lefever, E., Desmet, B., Hoste, V., & Daelemans, W. (2021).

Chatbot : leerkrachtenhandleiding (.pdf)

Gesquière, N., Hoste, V., Van Hee, C., & wyffels, F. (2021).

A million tweets are worth a few points: tuning transformers for customer service tasks (.pdf)

Hadifar, A., Labat, S., Hoste, V., Develder, C., & Demeester, T. (2021).

Fuzzy-rough nearest neighbour approaches for emotion detection in tweets (.pdf)

Kaminska, OK, Cornelis, C., & Hoste, V. (2021).

Is Neural Always Better? SMT versus NMT for Dutch Text Normalization

Matos Veliz, C., De Clercq, O., & Hoste, V. (2021).

HAMLET : Hybrid Adaptable Machine Learning approach to Extract Terminology (.pdf)

Rigouts Terryn, A., Hoste, V., & Lefever, E. (2021).

Exploring implicit sentiment evoked by fine-grained news events (.pdf)

Van Hee, C., De Clercq, O., & Hoste, V. (2021).

Guidelines for annotating implicit sentiment evoked by fine-grained news events (.pdf)

Van Hee, C., De Clercq, O., & Hoste, V. (2021).

2020

An emotional mess! Deciding on a framework for building a Dutch emotion-annotated corpus (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2020).

It's absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution? (.pdf)

De Clercq, O., & Hoste, V. (2020).