marco marelli

Assistant professor

University of Milano-Bicocca

Italy

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Marco Marelli is an Assistant Professor at the University of Milano-Bicocca in Italy. His research areas include semantic networks, computational studies of language processing, personality trait detection through machine learning, and visual intuitions related to language. Recently, he has published articles addressing topics such as analogical reasoning in large language models and model parsimony in scientific principles.

marco marelli

Research Interests

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Articles (16)

Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony

Compositionality in the semantic network: a model-driven representational similarity analysis

Compositional processing in the recognition of Chinese compounds: Behavioural and computational studies

High variability in LLMs’ analogical reasoning

Beyond quantity of experience: Exploring the role of semantic consistency in Chinese character knowledge.

Surfing the OCEAN: The machine learning psycholexical approach 2.0 to detect personality traits in texts

Visual Intuitions in the Absence of Visual Experience: The Role of Direct Experience in Concreteness and Imageability Judgements

Automated clustering and switching algorithms applied to semantic verbal fluency data in schizophrenia spectrum disorders

ViSpa (Vision Spaces): A computer-vision-based representation system for individual images and concept prototypes, with large-scale evaluation.

Embodied Processing at Six Linguistic Granularity Levels: A Consensus Paper

Very early and late form-to-meaning computations during visual word recognition as revealed by electrophysiology

Patterns in CAOSS: Distributed representations predict variation in relational interpretations for familiar and novel compound words

The mental representation of nonnumerical quantifiers: The Spatial-Linguistic Association of Response Codes (SLARC) effect.

Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings

A (distributional) semantic perspective on the processing of morphologically complex words

Semantic transparency is not invisibility: A computational model of perceptually-grounded conceptual combination in word processing

Collaborators (11)

Giovanni Cassani

Suyog Chandramouli

FRANCESCA FOPPOLO

Luca Pancani

Simone Sulpizio

Linda Drijvers

CLAUDIO GIUSEPPE LUZZATTI

William Graves

James Trujillo

Kathleen Rastle

Tania Lombrozo

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