Ghent University Academic Bibliography

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Journal Article
A2
open access

Using state-of-the-art emotion detection models in a crisis communication context

Luna De Bruyne (UGent) , Toni G.L.A. van der Meer, Orphée De Clercq (UGent) and Veronique Hoste (UGent)

(2024) COMPUTATIONAL COMMUNICATION RESEARCH. 6(1). p.1-45

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Conference Paper
C1
open access

Analysing pathos in user-generated argumentative text

Nataliia Evgrafova (UGent) , Veronique Hoste (UGent) and Els Lefever (UGent)

(2024) Proceedings of the Second Workshop on Natural Language Processing for Political Sciences @ LREC-COLING 2024. In COLING ; LREC proceedings p.39-44

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Journal Article
A1
open access

Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony

Olha Kaminska, Chris Cornelis (UGent) and Veronique Hoste (UGent)

(2023) INFORMATION SCIENCES. 625. p.521-535

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Conference Paper
C1
open access

MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Homin Park (UGent) , Gang Hyun Kim, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2023) Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop (MuSe '23): Mimicked Emotions, Humour and Personalisation. p.89-97

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Journal Article
A1
open access

Joint emotion label space modeling for affect lexica

Luna De Bruyne (UGent) , Pepa Atanasova and Isabelle Augenstein

(2022) COMPUTER SPEECH AND LANGUAGE. 71.

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Conference Paper
P1
open access

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

Luna De Bruyne (UGent) , Akbar Karimi, Orphée De Clercq (UGent) , Andrea Prati and Veronique Hoste (UGent)

(2022) Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022). p.574-580

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An emotional journey : detecting emotion trajectories in Dutch customer service dialogues

Sofie Labat (UGent) , Amir Hadifar, Thomas Demeester (UGent) and Veronique Hoste (UGent)

(2022) Proceedings of the Eighth Workshop on Noisy User-generated Text (W-NUT 2022). In International conference on computational linguistics p.106-112

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

Olha Kaminska, Chris Cornelis (UGent) and Veronique Hoste (UGent)

(2022) Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022).

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Exploring multimodal features and fusion for time-continuous prediction of emotional valence and arousal

Ajit Kumar, Bong Jun Choi, Sandeep Kumar Pandey, Sanghyeon Park, SeongIk Choi, Hanumant Singh Shekhawat, Wesley De Neve (UGent) , Mukesh Saini, S. R. M. Prasanna and Dhananjay Singh

(2022) INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2021. In Lecture Notes in Computer Science 13184. p.729-744

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Journal Article
A1
open access

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

Luna De Bruyne (UGent) , Orphée De Clercq (UGent) and Veronique Hoste (UGent)

(2021) ELECTRONICS. 10(21).

Academic Bibliography

Using state-of-the-art emotion detection models in a crisis communication context

Analysing pathos in user-generated argumentative text

Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony

MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Joint emotion label space modeling for affect lexica

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

An emotional journey : detecting emotion trajectories in Dutch customer service dialogues

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

Exploring multimodal features and fusion for time-continuous prediction of emotional valence and arousal

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

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