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Publications

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).

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).

Older publications

Pranaydeep's CV gives an overview of all publications. Please consult it here.