Marco Idiart
14 papers · 2007–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (15) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Keyword Champion (2)
π€
Dynamic Duo
(14)
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Understanding
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
semantic representation
(2)
noun compound
(2)
vector space model
(2)
machine translation
(1)
multimodal learning
(1)
semantic analysis
(1)
alzheimer's disease
(1)
semantic similarity
(1)
language model
(1)
mixture of expert
(1)
vision-language model
(1)
multimodal representation
(1)
word embedding
(1)
sentence embedding
(1)
triplet loss
(1)
contextual embedding
(1)
multilingual model
(1)
semantic text similarity
(1)
idiomatic expression
(1)
word association
(1)
Papers
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation
SemEval 2025
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss
ACL 2024
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
SemEval 2022
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels
ACL 2021
Probing for idiomaticity in vector space models
EACL 2021
Proceedings of the Eight Workshop on Cognitive Aspects of Computational Language Learning and Processing
ACL 2018
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks
NAACL 2018
How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality
ACL 2016
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations
ACL 2016
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
ACL 2016
Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri
EMNLP 2014
Language Acquisition and Probabilistic Models: keeping it simple
ACL 2013
Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity
CoNLL 2008
Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering
EMNLP 2007