Publications
2026
LoveHate.RU
Evgrafova, N., & Singh, P. (2026).
Lost in activations : a neuron-level analysis of encoders for cross-lingual emotion detection (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2026).
2025
Unlocking domain knowledge : model adaptation for non-normative Dutch (.pdf)
Debaene, F, Maladry, A, Singh, P., Lefever, E., & Hoste, V. (2025).
EnerGIZAr : leveraging GIZA++ for effective tokenizer initialization (.pdf)
Singh, P., Agirre, E., Azkune, G., De Clercq, O., & Lefever, E. (2025).
LeTTuce PoS-Tagger: A Sprout of Innovation in Multilingual NLP (.pdf)
Van Hee, C., Singh, P., & 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).
Exploring aspect-based sentiment analysis methodologies for literary-historical research purposes (.pdf)
Dejaeghere, T., Singh, P., Lefever, E., & Birkholz, J. (2024).
Findings of the WASSA 2024 EXALT shared task on explainability for cross-lingual emotion in tweets (.pdf)
Maladry, A, Singh, P., & Lefever, E. (2024).
Lemmatisation of Medieval Greek : against the limits of transformer’s capabilities? (.pdf)
Swaelens, C., Singh, P., De Vos, I., & Lefever, E. (2024).
2023
A comparison of ChatGPT and fine-tuned BERT with regard to ABSA in the domain of literary criticism - Aspect-Based Sentiment Analysis for Literary Criticism: Experts vs. Social Critics on Literary Prizes (.pdf)
Martens, G., De Greve, L., Singh, P., & Lefever, E. (2023).
Distilling monolingual models from large multilingual transformers (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2023).
Too many cooks spoil the model : are bilingual models for Slovene better than a large multilingual model? (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2023).
Annotation guidelines for labeling emotion in multilingual tweets (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2023).
Misery loves complexity : exploring linguistic complexity in the context of emotion detection (.pdf)
Singh, P., De Bruyne, L., De Clercq, O., & Lefever, E. (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).
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).
Combining language models and linguistic information to label entities in memes (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2022).
Investigating the quality of static anchor embeddings from transformers for under-resourced languages (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2022).
When the student becomes the master : learning better and smaller monolingual models from mBERT (.pdf)
Singh, P., & Lefever, E. (2022).
Improving domain-specific cross-lingual embeddings with automatically generated bilingual dictionaries (.pdf)
Singh, P., Rigouts Terryn, A., & Lefever, E. (2022).
2021
Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media (.pdf)
De Greve, L., Singh, P., Van Hee, C., Lefever, E., & Martens, G. (2021).
LT3 at SemEval-2021 Task 6 : using multi-modal compact bilinear pooling to combine visual and textual understanding in memes (.pdf)
Singh, P., & Lefever, E. (2021).
A pilot study for BERT language modelling and morphological analysis for ancient and medieval Greek (.pdf)
Singh, P., Rutten, G., & Lefever, E. (2021).
2020
Identifying cognates in English-Dutch and French-Dutch by means of orthographic information and cross-lingual word embeddings (.pdf)
Lefever, E., Labat, S., & Singh, P. (2020).
Sentiment analysis for Hinglish code-mixed tweets by means of cross-lingual word embeddings (.pdf)
Singh, P., & Lefever, E. (2020).
LT3 at SemEval-2020 Task 9 : cross-lingual embeddings for sentiment analysis of Hinglish social media text (.pdf)
Singh, P., & Lefever, E. (2020).
LT3 at SemEval-2020 Task 8 : multi-modal multi-task learning for memotion analysis (.pdf)
Singh, P., Bauwelinck, N.B., & Lefever, E. (2020).