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Publications

2022

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

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

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

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

D-terminer : online demo for monolingual and bilingual 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).

TermEval 2020 : shared task on automatic term extraction using the Annotated Corpora for term Extraction Research (ACTER) dataset (.pdf)

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

Annotated Corpora for Term Extraction Research (ACTER)

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

Estimating word-level quality of statistical machine translation output using monolingual information alone (.pdf)

Tezcan, A., Hoste, V., & Macken, L. (2020).

LT3 at SemEval-2020 Task 7 : comparing feature-based and transformer-based approaches to detect funny headlines (.pdf)

Vanroy, B., Labat, S., Kaminska, OK, Lefever, E., & Hoste, V. (2020).

2019

LT3 at SemEval-2019 Task 5 : multilingual detection of hate speech against immigrants and women in Twitter (hatEval) (.pdf)

Bauwelinck, N.B., Jacobs, G.M., Hoste, V., & Lefever, E. (2019).

EventDNA : Guidelines for Entities and Events in Dutch News Texts (v1.0) (.pdf)

Colruyt, C., De Clercq, O., & Hoste, V. (2019).

EventDNA : guidelines for entities and events in dutch news texts (v1.0) (.pdf)

Colruyt, C., De Clercq, O., & Hoste, V. (2019).

Leveraging syntactic parsing to improve event annotation matching (.pdf)

Colruyt, C., De Clercq, O., & Hoste, V. (2019).

Towards an empirically grounded framework for emotion analysis (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2019).

The trade-off between quantity and quality : comparing a large web corpus and a small focused corpus for medical terminology extraction (.pdf)

Hoste, V., Vanopstal, K., Rigouts Terryn, A., & Lefever, E. (2019).

Comparing MT approaches for text normalization (.pdf)

Matos Veliz, C., De Clercq, O., & Hoste, V. (2019).

Validating multilingual hybrid automatic term extraction for search engine optimisation : the use case of EBM-GUIDELINES (.pdf)

Rigouts Terryn, A., Hoste, V., Buysschaert, J., Vander Stichele, R., Van Campen, E., & Lefever, E. (2019).

Analysing the impact of supervised machine learning on automatic term extraction : HAMLET vs TermoStat (.pdf)

Rigouts Terryn, A., Drouin, P., Hoste, V., & Lefever, E. (2019).

Estimating post-editing time using a gold-standard set of machine translation errors (.pdf)

Tezcan, A., Hoste, V., & Macken, L. (2019).

Improving the translation environment for professional translators (.pdf)

Vandeghinste, V., Vanallemeersch, T., Augustinus, L., Bulté, B., Van Eynde, F., Pelemans, J., Verwimp, L., Wambacq, P., Heyman, G., Moens, M., van der Lek-Ciudin, I., Steurs, F., Rigouts Terryn, A., Lefever, E., Tezcan, A., Macken, L., Hoste, V., Daems, J, Buysschaert, J., Coppers, S., Van den Bergh, J., & Luyten, K. (2019).

2018

LT3 at SemEval-2018 Task 1 : a classifier chain to detect emotions in tweets (.pdf)

De Bruyne, L., De Clercq, O., & Hoste, V. (2018).

Online suicide prevention through optimised text classification (.pdf)

Desmet, B., & Hoste, V. (2018).

Economic event detection in company-specific news text (.pdf)

Jacobs, G.M., Lefever, E., & Hoste, V. (2018).

A gold standard for multilingual automatic term extraction from comparable corpora : term structure and translation equivalents (.pdf)

Rigouts Terryn, A., Hoste, V., & Lefever, E. (2018).

Multilingual hybrid automatic term extraction : the use case of ebpracticenet (.pdf)

Rigouts Terryn, A., Hoste, V., Buysschaert, J., & Lefever, E. (2018).