David Martinez
15 papers · 2000–2025 · 9 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra
🌈
Renaissance Researcher
(5)
🚀
Conference Pioneer
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(4)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Clinical
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
multilingual translation
(2)
biomedical translation
(2)
scientific abstract
(2)
domain adaptation
(1)
machine translation
(1)
neural network optimization
(1)
probabilistic planning
(1)
low-resource language
(1)
gaussian mixture model
(1)
gradient projection
(1)
inductive logic programming
(1)
terminology translation
(1)
language pair
(1)
mel-frequency cepstral coefficient
(1)
relational reinforcement learning
(1)
pathology classification
(1)
voice pathology
(1)
high frequency
(1)
sampling frequency
(1)
animal experiment
(1)
Papers
Mitigating Forgetting in Continual Learning with Selective Gradient Projection
IJCNLP 2025
On the Use of High Frequency Information for Voice Pathology Classification
Interspeech 2023
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set
EMNLP 2021
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages
EMNLP 2020
Relational Reinforcement Learning for Planning with Exogenous Effects
JMLR 2017
Chart Mining-based Lexical Acquisition with Precision Grammars
NAACL 2010
Improving Parsing and PP Attachment Performance with Sense Information
ACL 2008
MRD-based Word Sense Disambiguation: Further Extending Lesk
IJCNLP 2008
MELB-MKB: Lexical Substitution system based on Relatives in Context
SemEval 2007
UBC-UMB: Combining unsupervised and supervised systems for all-words WSD
SemEval 2007
Two graph-based algorithms for state-of-the-art WSD
EMNLP 2006
Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias
EMNLP 2004
Syntactic Features for High Precision Word Sense Disambiguation
COLING 2002
Learning class-to-class selectional preferences
CoNLL 2001
One Sense per Collocation and Genre/Topic Variations
ACL 2000