Giulia Rambelli
10 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Conference Pioneer
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Unstoppable Β· Bronze
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The Questioner
(3)
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Century Club Β· Bronze
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Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Interdisciplinary
(5)
Core Methods
(4)
Linguistics
(4)
Resources & Methods
(4)
Understanding
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(2)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
distributional semantics
(3)
large language model
(3)
neural language model
(2)
semantic representation
(2)
distributional model
(2)
analogical reasoning
(2)
semantic interpretation
(1)
language model
(1)
logical metonymy
(1)
bias mitigation
(1)
noun compound
(1)
word embedding
(1)
transformer language model
(1)
semantic relation
(1)
language understanding
(1)
computational modeling
(1)
multiword expression
(1)
vector representation
(1)
generalization ability
(1)
semantic knowledge
(1)
Papers
How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian
ACL 2025
Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text
EMNLP 2025
Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel Compounds
ACL 2024
Quantifying Generalizations: Exploring the Divide Between Human and LLMsβ Sensitivity to Quantification
ACL 2024
The Contextual Variability of English Nouns: The Impact of Categorical Specificity beyond Conceptual Concreteness
COLING 2024
Are Frequent Phrases Directly Retrieved like Idioms? An Investigation with Self-Paced Reading and Language Models
EACL 2023
Compositionality as an Analogical Process: Introducing ANNE
AACL 2022
Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge
ACL 2021
Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation
AACL 2020
Distributional Semantics Meets Construction Grammar. towards a Unified Usage-Based Model of Grammar and Meaning
ACL 2019