Misery Loves Complexity: Exploring Linguistic Complexity in the Context of Emotion Detection [PDF]
Pranaydeep Singh, Luna De Bruyne, Orphée De Clercq, Els Lefever
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing
Distilling Monolingual Models from Large Multilingual Transformers [PDF]
Pranaydeep Singh, Orphée De Clercq, Els Lefever
Electronics Special Issue on AI for Text Understanding
When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT [PDF]
Pranaydeep Singh, Els Lefever
Proceedings of the 29th International Conference on Computational Linguistics
How Language-Dependent is Emotion Detection? Evidence from Multilingual BERT [PDF]
Luna De Bruyne, Pranaydeep Singh, Orphée De Clercq, Els Lefever, Veronique Hoste
2nd Workshop on Multi-lingual Representation Learning (MRL)
A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek [PDF]
Pranaydeep Singh, Gorik Rutten, Els Lefever
The 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature
Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models [PDF]
Natesh Reddy, Pranaydeep Singh, Muktabh Mayank Srivastava
Pre-print on Arxiv
Sentiment Analysis for Hinglish Code-mixed Tweets by means of Cross-lingual Word Embeddings [PDF]
Pranaydeep Singh, Els Lefever
4th Workshop on Computational Approaches to Code Switching