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Orphee De Clercq

3 accepted papers

2025

EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization

ACL 2025finding

Continual pre-training has long been considered the default strategy for adapting models to non-English languages, but struggles with initializing new embeddings, particularly for non-Latin scripts. In this work, we propose EnerGIZAr, a novel methodology that improves continual pre-training by lever…

2024

Enhancing Unrestricted Cross-Document Event Coreference with Graph Reconstruction Networks

COLING 2024main

Event Coreference Resolution remains a challenging discourse-oriented task within the domain of Natural Language Processing. In this paper we propose a methodology where we combine traditional mention-pair coreference models with a lightweight and modular graph reconstruction algorithm. We show that…

Cited by 0SourcePDFScholar
2023

Misery Loves Complexity: Exploring Linguistic Complexity in the Context of Emotion Detection

EMNLP 2023long findings

Given the omnipresence of social media in our society, thoughts and opinions are being shared online in an unprecedented manner. This means that both positive and negative emotions can be equally and freely expressed. However, the negativity bias posits that human beings are inherently drawn to and…

Cited by 0SourceScholar