Carlos Escolano
23 papers · 2018–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Deep Specialist
(17)
🤝
Dynamic Duo
(12)
🧭
Keyword Pioneer
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Prolific Year · Productive
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Unstoppable · Bronze
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Keyword Collector
(87)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(20)
Applications
(17)
Machine Learning
(15)
Artificial Intelligence
(12)
Deep Learning
(11)
Application Areas
(10)
Learning Types · Deep Learning
(9)
Core AI
(8)
Learning Types · Machine Learning
(8)
Architectures
(5)
Learning Paradigms
(5)
Resources & Methods
(5)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Clinical
(1)
Keywords
neural machine translation
(11)
machine translation
(5)
low-resource language
(4)
multilingual translation
(3)
attention mechanism
(3)
transfer learning
(3)
gender bia
(3)
multilingual machine translation
(3)
large language model
(2)
adapter module
(2)
transformer model
(2)
end-to-end model
(2)
bias evaluation
(2)
toxicity detection
(2)
model ensemble
(2)
transformer architecture
(2)
pre-trained model
(2)
multilingual nlp
(2)
speech translation
(2)
model merging
(1)
Papers
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
IJCNLP 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task
EMNLP 2025
MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation
NAACL 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO
EMNLP 2025
BSC Submission to the AmericasNLP 2024 Shared Task
NAACL 2024
Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency
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
Analysis of Acoustic information in End-to-End Spoken Language Translation
Interspeech 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER
ACL 2023
Toxicity in Multilingual Machine Translation at Scale
EMNLP 2023
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters
AAAI 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022
ACL 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
EMNLP 2022
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021
ACL 2021
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders
EACL 2021
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach
EMNLP 2021
The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT
EMNLP 2020
From Bilingual to Multilingual Neural Machine Translation by Incremental Training
ACL 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations
EMNLP 2019
The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT
ACL 2019
The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task
EMNLP 2018