Research Explorer

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Researcher

Pranaydeep Singh

Publications & Research Data

Awards & Distinctions

32 Results

2026

Lost in activations : a neuron-level analysis of encoders for cross-lingual emotion detection

Pranaydeep SinghOrphée De ClercqEls Lefever

Natalia EvgrafovaPranaydeep Singh

2025

Bridging the gap : adapting English & multilingual language models for LOTE

Pranaydeep SinghEls LefeverOrphée De Clercq

EnerGIZAr : leveraging GIZA++ for effective tokenizer initialization

Pranaydeep SinghEneko AgirreGorka AzkuneOrphée De ClercqEls Lefever

LeTTuce PoS-Tagger : a sprout of innovation in multilingual NLP

Cynthia Van HeePranaydeep SinghEls Lefever

Unlocking domain knowledge : model adaptation for non-normative Dutch

Florian DebaeneAaron MaladryPranaydeep SinghEls LefeverVeronique Hoste

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

2024

Benchmarking zero-shot text classification for Dutch

Loic De LangheAaron MaladryBram VanroyLuna De BruynePranaydeep SinghEls LefeverOrphée De Clercq

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Exploring aspect-based sentiment analysis methodologies for literary-historical research purposes

Tess DejaegherePranaydeep SinghEls LefeverJulie M. Birkholz

Findings of the WASSA 2024 EXALT shared task on explainability for cross-lingual emotion in tweets

Aaron MaladryPranaydeep SinghEls Lefever

Lemmatisation of Medieval Greek : against the limits of transformer’s capabilities?

Colin SwaelensPranaydeep SinghIlse De VosEls Lefever

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 MartensLore De GrevePranaydeep SinghEls LefeverCynthia Van Hee

Annotation guidelines for labeling emotion in multilingual tweets

Pranaydeep SinghAaron MaladryEls Lefever

Comparing professional and platform-driven critics : a digital and sociological analysis of literary gatekeeping and gatewatching

Lore De GreveGunther MartensEls LefeverPranaydeep SinghVeronique HosteDaan VandenhauteLars BernaertsHenk Roose

Distilling monolingual models from large multilingual transformers

Pranaydeep SinghOrphée De ClercqEls Lefever

A1 Journal Article in ELECTRONICS

Misery loves complexity : exploring linguistic complexity in the context of emotion detection

Pranaydeep SinghLuna De BruyneOrphée De ClercqEls Lefever

Too many cooks spoil the model : are bilingual models for Slovene better than a large multilingual model?

Pranaydeep SinghAaron MaladryEls Lefever

2022

Combining language models and linguistic information to label entities in memes

Pranaydeep SinghAaron MaladryEls Lefever

How language-dependent is emotion detection? Evidence from multilingual BERT

Luna De BruynePranaydeep SinghOrphée De ClercqEls LefeverVeronique Hoste

Improving domain-specific cross-lingual embeddings with automatically generated bilingual dictionaries

Pranaydeep SinghAyla Rigouts TerrynEls Lefever

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Investigating the quality of static anchor embeddings from transformers for under-resourced languages

Pranaydeep SinghOrphée De ClercqEls Lefever

SentEMO : a multilingual adaptive platform for aspect-based sentiment and emotion analysis

Ellen De GeyndtOrphée De ClercqCynthia Van HeeEls LefeverPranaydeep SinghOlivier ParentVeronique Hoste

When the student becomes the master : learning better and smaller monolingual models from mBERT

Pranaydeep SinghEls Lefever

2021

A pilot study for BERT language modelling and morphological analysis for ancient and medieval Greek

Pranaydeep SinghGorik RuttenEls Lefever

Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media

Lore De GrevePranaydeep SinghCynthia Van HeeEls LefeverGunther Martens

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media

Lore De GreveGunther MartensCynthia Van HeePranaydeep SinghEls Lefever

Literary criticism 2.0 : a digital analysis of the professional and community-driven evaluative talk of literature surrounding the Ingeborg Bachmann Prize

Gunther MartensLore De GrevePranaydeep Singh

LT3 at SemEval-2021 Task 6 : using multi-modal compact bilinear pooling to combine visual and textual understanding in memes

Pranaydeep SinghEls Lefever

2020

Does BERT understand sentiment? Leveraging comparisons between contextual and non-contextual embeddings to improve aspect-based sentiment models

Natesh ReddyPranaydeep SinghMuktabh Mayank Srivastava

Identifying cognates in English-Dutch and French-Dutch by means of orthographic information and cross-lingual word embeddings

Els LefeverSofie LabatPranaydeep Singh

LT3 at SemEval-2020 Task 9 : cross-lingual embeddings for sentiment analysis of Hinglish social media text

Pranaydeep SinghEls Lefever

Multi-domain document layout understanding using few-shot object detection

Pranaydeep SinghSrikrishna VaradarajanAnkit Narayan SinghMuktabh Mayank Srivastava

Sentiment analysis for Hinglish code-mixed tweets by means of cross-lingual word embeddings

Pranaydeep SinghEls Lefever