Maite Melero
12 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5)
⚡
Prolific Year
(6)
💎
Century Club
(12)
❓
The Questioner
(2)
Conferences
EMNLP (4)
NAACL (3)
ACL (2)
COLING (2)
IJCNLP (1)
Top co-authors
Keywords
machine translation
(5)
neural machine translation
(5)
low-resource language
(3)
large language model
(3)
gender bia
(2)
prompt engineering
(2)
multilingual model
(2)
multilingual translation
(2)
overfitting mitigation
(1)
data efficiency
(1)
evaluation metric
(1)
continual pretraining
(1)
translation quality
(1)
terminology translation
(1)
monolingual datum
(1)
synthetic corpus
(1)
bias evaluation
(1)
minimum bayes risk decoding
(1)
fine-tuning strategy
(1)
group relative policy optimization
(1)
Papers
MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation
NAACL 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task
EMNLP 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO
EMNLP 2025
Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency
COLING 2024
BSC Submission to the AmericasNLP 2024 Shared Task
NAACL 2024
The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs
ACL 2024
Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset
COLING 2024
Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora
EMNLP 2024
A Hard Nut to Crack: Idiom Detection with Conversational Large Language Models
NAACL 2024
Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task
EMNLP 2021
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
ACL 2021
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
IJCNLP 2021