Aleix Sant

5 papers · 2024–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ⚡ Prolific Year · Productive

Venues

COLING (2) ACL (1) EMNLP (1) NAACL (1)

Top co-authors

Francesca De Luca Fornaciari (4) Maite Melero (4) Audrey Mash (4) Carlos Escolano (4) Javier Garcia Gilabert (2) Belen Alastruey (1) Daniel Bardanca (1) David Dale (1) Pablo Gamallo (1) Jose Ramom Pichel Campos (1)

Research topics

Natural Language Processing (4) Applications (4) Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Resources & Methods (2) Deep Learning (1) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

neural machine translation (3) gender bia (2) low-resource language (1) synthetic data (1) parameter-efficient fine-tuning (1) evaluation metric (1) alignment evaluation (1) speech-to-speech translation (1) multilingual model (1) synthetic corpus (1) bias evaluation (1) speech-to-text translation (1) fine-tuning strategy (1) large language model (1) machine translation (1) transformer model (1) prompt engineering (1)

Papers

BSC Submission to the AmericasNLP 2024 Shared Task NAACL 2024 SpeechAlign: A Framework for Speech Translation Alignment Evaluation COLING 2024 The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs ACL 2024 Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora EMNLP 2024 Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset COLING 2024