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Researcher
Pranaydeep Singh
Profile
Projects
Publications
Activities
Awards & Distinctions
19
Results
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
Gunther Martens
Lore De Greve
Pranaydeep Singh
Els Lefever
U
Conference
2023
Distilling monolingual models from large multilingual transformers
Pranaydeep Singh
Orphée De Clercq
Els Lefever
A1
Journal Article
in
ELECTRONICS
2023
Too many cooks spoil the model : are bilingual models for Slovene better than a large multilingual model?
Pranaydeep Singh
Aaron Maladry
Els Lefever
C1
Conference
2023
2022
Combining language models and linguistic information to label entities in memes
Pranaydeep Singh
Aaron Maladry
Els Lefever
P1
Conference
2022
How language-dependent is emotion detection? Evidence from multilingual BERT
Luna De Bruyne
Pranaydeep Singh
Orphée De Clercq
Els Lefever
Veronique Hoste
C1
Conference
2022
Improving domain-specific cross-lingual embeddings with automatically generated bilingual dictionaries
Pranaydeep Singh
Ayla Rigouts Terryn
Els Lefever
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2022
Investigating the quality of static anchor embeddings from transformers for under-resourced languages
Pranaydeep Singh
Orphée De Clercq
Els Lefever
C1
Conference
2022
SentEMO : a multilingual adaptive platform for aspect-based sentiment and emotion analysis
Ellen De Geyndt
Orphée De Clercq
Cynthia Van Hee
Els Lefever
Pranaydeep Singh
Olivier Parent
Veronique Hoste
P1
Conference
2022
When the student becomes the master : learning better and smaller monolingual models from mBERT
Pranaydeep Singh
Els Lefever
C1
Conference
2022
2021
A pilot study for BERT language modelling and morphological analysis for ancient and medieval Greek
Pranaydeep Singh
Gorik Rutten
Els Lefever
C1
Conference
2021
Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media
Lore De Greve
Gunther Martens
Cynthia Van Hee
Pranaydeep Singh
Els Lefever
C3
Conference
2021
Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media
Lore De Greve
Pranaydeep Singh
Cynthia Van Hee
Els Lefever
Gunther Martens
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2021
LT3 at SemEval-2021 Task 6 : using multi-modal compact bilinear pooling to combine visual and textual understanding in memes
Pranaydeep Singh
Els Lefever
C1
Conference
2021
Literary criticism 2.0 : a digital analysis of the professional and community-driven evaluative talk of literature surrounding the Ingeborg Bachmann Prize
Gunther Martens
Lore De Greve
Pranaydeep Singh
C3
Conference
2021
2020
Does BERT understand sentiment? Leveraging comparisons between contextual and non-contextual embeddings to improve aspect-based sentiment models
Natesh Reddy
Pranaydeep Singh
Muktabh Mayank Srivastava
Preprint
2020
Identifying cognates in English-Dutch and French-Dutch by means of orthographic information and cross-lingual word embeddings
Els Lefever
Sofie Labat
Pranaydeep Singh
P1
Conference
2020
LT3 at SemEval-2020 Task 9 : cross-lingual embeddings for sentiment analysis of Hinglish social media text
Pranaydeep Singh
Els Lefever
C1
Conference
2020
Multi-domain document layout understanding using few-shot object detection
Pranaydeep Singh
Srikrishna Varadarajan
Ankit Narayan Singh
Muktabh Mayank Srivastava
C1
Conference
2020
Sentiment analysis for Hinglish code-mixed tweets by means of cross-lingual word embeddings
Pranaydeep Singh
Els Lefever
C1
Conference
2020