Carlos Escolano
26 papers · 2018–2025 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (7) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (8) ๐ Cross-Pollinator (14)
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Conference Polyglot
(8)
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Academic Marathon
(7)
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Renaissance Researcher
(6)
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Dynamic Duo
(14)
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Deep Specialist
(17)
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(2)
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Century Club
(25)
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Prolific Year
(5)
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Unstoppable
(8)
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Keyword Collector
(93)
Conferences
EMNLP (9)
ACL (6)
IJCNLP (3)
COLING (2)
NAACL (2)
AAAI (1)
AACL (1)
EACL (1)
INTERSPEECH (1)
Top co-authors
Keywords
neural machine translation
(11)
machine translation
(5)
transfer learning
(3)
multilingual machine translation
(3)
pre-trained model
(3)
gender bia
(3)
transformer model
(3)
low-resource language
(3)
attention mechanism
(3)
multilingual translation
(3)
toxicity detection
(2)
bias evaluation
(2)
speech translation
(2)
model merging
(2)
end-to-end model
(2)
intermediate representation
(2)
multilingual nlp
(2)
transformer architecture
(2)
recurrent neural network
(2)
model ensemble
(2)
Papers
Terminology-Constrained Translation from Monolingual Data Using GRPO
EMNLP 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
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
AACL 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
IJCNLP 2025
The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs
ACL 2024
BSC Submission to the AmericasNLP 2024 Shared Task
NAACL 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
Residual Dropout: A Simple Approach to Improve Transformerโs Data Efficiency
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
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach
EMNLP 2021
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders
EACL 2021
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021
ACL 2021
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021
IJCNLP 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
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations
IJCNLP 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