Federico Martelli
7 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Keyword Champion
(2)
β
The Questioner
Top co-authors
Research topics
Keywords
word sense disambiguation
(5)
contextual meaning
(2)
semantic understanding
(2)
machine translation
(1)
named entity recognition
(1)
semantic analysis
(1)
lexical ambiguity
(1)
natural language understanding
(1)
knowledge base
(1)
cross-lingual alignment
(1)
semantic similarity
(1)
benchmark dataset
(1)
evaluation benchmark
(1)
knowledge-based system
(1)
contextual embedding
(1)
multilingual transformer
(1)
definition generation
(1)
idiom identification
(1)
large language model
(1)
semantic bia
(1)
Papers
Do Large Language Models Understand Word Senses?
EMNLP 2025
LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries
IJCNLP 2023
DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation
ACL 2022
ID10M: Idiom Identification in 10 Languages
NAACL 2022
MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation
IJCAI 2021
SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)
SemEval 2021
SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations
EMNLP 2019