Publications
In press
Explicit modality weighting with unimodal supervision for categorical multimodal emotion recognition (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2026).
2026
Echoes of the troubadours : a corpus of troubadour poetry for stylometric analysis and authorship attribution (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2026).
Learning through news : bridging the gap between algorithmic recommendation and human curation (.pdf)
Debaene, F, De Langhe, L., De Clercq, O., & Hoste, V. (2026).
Exploring cross-modal interactions in unimodal and multimodal emotion recognition : an empirical study (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2026).
2025
Position-aware end-to-end cross-document event coreference resolution for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2025).
Modeling syntactic dependencies in southern Dutch dialects (.pdf)
De Langhe, L., Degraeuwe, JRD, Farasyn, M., & Hoste, V. (2025).
Sentiment analysis on video transcripts : comparing the value of textual and multimodal annotations (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Decoding emotion in ancient poetry : leveraging generative models for classical Chinese sentiment analysis (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
LDW : Label Divergence Weighting for multimodal sentiment analysis (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Stance-aware definition generation for argumentative texts (.pdf)
Evgrafova, N., De Langhe, L., Hoste, V., & Lefever, E. (2025).
2024
Benchmarking zero-shot text classification for Dutch (.pdf)
De Langhe, L., Maladry, A, Vanroy, B., De Bruyne, L., Singh, P., Lefever, E., & De Clercq, O. (2024).
Demystifying discourse in dutch : a study on event coreference resolution (.pdf)
De Langhe, L. (2024).
Unsupervised authorship attribution for Medieval Latin using transformer-based embeddings (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2024).
Enhancing unrestricted cross-document event coreference with graph reconstruction networks (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2024).
2023
Constructing a cross-document event coreference corpus for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
Leveraging structural discourse information for event coreference resolution in 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).
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).
Filling in the gaps : efficient event coreference resolution using graph autoencoder networks (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
Automating the identification of feedback quality criteria and the CanMEDS roles in written feedback comments using natural language processing (.pdf)
Van Ostaeyen, S., De Langhe, L., De Clercq, O., Embo, M., Schellens, T., & Valcke, M. (2023).
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).
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).