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Publications

In press

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

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

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 - LT3 technical report – LT3 23-01 (.pdf)

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

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

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

What Does BERT actually Learn about Event Coreference? Probing Structural Information in a Fine-Tuned Dutch Language Model (.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).

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 detecting emotions, hate speech and irony (.pdf)

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

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

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).

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).

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).

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

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).

News topic classification as a first step towards diverse news recommendation (.pdf)

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

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

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

Extracting fine-grained economic events from business news (.pdf)

Jacobs, G.M., & Hoste, V. (2020).

News diversity and recommendation systems : setting the interdisciplinary scene (.pdf)

Joris, G., Colruyt, C., Vermeulen, J., Vercoutere, S., De Grove, F., Van Damme, K., De Clercq, O., Van Hee, C., De Marez, L., Hoste, V., Lievens, E., De Pessemier, T., & Martens, L. (2020).

Guidelines for annotating fine-grained emotion trajectories in customer service dialogues (version 1.0) (.pdf)

Labat, S., Demeester, T., & Hoste, V. (2020).

In no uncertain terms : a dataset for monolingual and multilingual automatic term extraction from comparable corpora (.pdf)

Rigouts Terryn, A., Hoste, V., & Lefever, E. (2020).