Alberto Poncelas
15 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)
🧭
Keyword Pioneer
🔬
Deep Specialist
(12)
🗃️
Keyword Collector
(59)
💎
Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(15)
Applications
(14)
Machine Learning
(8)
Deep Learning
(6)
Application Areas
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(3)
Artificial Intelligence
(2)
Architectures
(2)
Learning Paradigms
(2)
Understanding
(2)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
neural machine translation
(8)
data augmentation
(4)
data selection
(4)
machine translation
(3)
domain adaptation
(3)
feature decay algorithm
(3)
parallel corpus
(2)
named entity recognition
(2)
text classification
(2)
low-resource language
(2)
multilingual system
(2)
multilingual nlp
(2)
sentiment classification
(1)
preference optimization
(1)
transductive learning
(1)
sentiment analysis
(1)
bleu score
(1)
multilingual translation
(1)
multilingual machine translation
(1)
intent classification
(1)
Papers
Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization
SemEval 2025
Rakuten’s Participation in WMT 2024 Patent Translation Task
EMNLP 2024
Sakura at SemEval-2023 Task 2: Data Augmentation via Translation
SemEval 2023
Benefiting from Language Similarity in the Multilingual MT Training: Case Study of Indonesian and Malaysian
COLING 2022
Controlling Japanese Machine Translation Output by Using JLPT Vocabulary Levels
EMNLP 2022
Rakuten’s Participation in WAT 2022: Parallel Dataset Filtering by Leveraging Vocabulary Heterogeneity
COLING 2022
Neural Machine Translation between similar South-Slavic languages
EMNLP 2020
Neural Machine Translation for translating into Croatian and Serbian
COLING 2020
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation
ACL 2020
Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality
AACL 2020
Data Selection with Feature Decay Algorithms Using an Approximated Target Side
EMNLP 2018
Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods
EMNLP 2018
The ADAPT System Description for the IWSLT 2018 Basque to English Translation Task
EMNLP 2018
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task
IJCNLP 2017
IJCNLP-2017 Task 4: Customer Feedback Analysis
IJCNLP 2017