Edoardo Barba
20 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(20)
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Keyword Champion
(2)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Keyword Collector
(78)
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Research topics
Natural Language Processing
(17)
Applications
(11)
Machine Learning
(8)
Artificial Intelligence
(6)
Deep Learning
(6)
Core Methods
(6)
Resources & Methods
(6)
Core AI
(5)
Learning Types · Machine Learning
(5)
Understanding
(5)
Architectures
(4)
Generation
(3)
Learning Types · Deep Learning
(3)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
word sense disambiguation
(8)
semantic role labeling
(4)
knowledge base
(4)
semantic parsing
(2)
entity linking
(2)
named entity recognition
(2)
text extraction
(2)
entity disambiguation
(2)
definition modeling
(2)
transformer architecture
(2)
machine translation
(2)
sense comprehension
(2)
natural language understanding
(2)
transformer model
(2)
relation extraction
(2)
neural machine translation
(1)
multilingual nlp
(1)
natural language generation
(1)
cross-lingual transfer
(1)
few-shot learning
(1)
Papers
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation
NAACL 2025
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
EMNLP 2024
Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!
ACL 2024
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends
ACL 2024
MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus
NAACL 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
ACL 2024
Word Sense Linking: Disambiguating Outside the Sandbox
ACL 2024
Code-Switching with Word Senses for Pretraining in Neural Machine Translation
EMNLP 2023
DMLM: Descriptive Masked Language Modeling
ACL 2023
Entity Disambiguation with Entity Definitions
EACL 2023
LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries
IJCNLP 2023
A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing
AACL 2022
ExtEnD: Extractive Entity Disambiguation
ACL 2022
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures
EMNLP 2022
STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach
AAAI 2022
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension
EMNLP 2021
ESC: Redesigning WSD with Extractive Sense Comprehension
NAACL 2021
Exemplification Modeling: Can You Give Me an Example, Please?
IJCAI 2021
MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation
IJCAI 2021
MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation
IJCAI 2020