PERLA: A Data Language for Pervasive Systems. - Fabio Alberto Schreiber; Romolo Camplani; Marco Fortunato; Marco Marelli; Filippo Pacifici (PerCom, 2008)

PerLa: A Language and Middleware Architecture for Data Management and Integration in Pervasive Information Systems. - Fabio Alberto Schreiber; Romolo Camplani; Marco Fortunato; Marco Marelli; Guido Rota (IEEE Trans. Software Eng., 2012)

A relatedness benchmark to test the role of determiners in compositional distributional semantics. - Raffaella Bernardi; Georgiana Dinu; Marco Marelli; Marco Baroni (ACL (2), 2013)

Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. - Angeliki Lazaridou; Marco Marelli; Roberto Zamparelli; Marco Baroni (ACL (1), 2013)

A SICK cure for the evaluation of compositional distributional semantic models. - Marco Marelli; Stefano Menini; Marco Baroni; Luisa Bentivogli; Raffaella Bernardi; Roberto Zamparelli (LREC, 2014)

SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment. - Marco Marelli; Luisa Bentivogli; Marco Baroni; Raffaella Bernardi; Stefano Menini; Roberto Zamparelli (SemEval@COLING, 2014)

Hey Little Sister, Who's the Only One? Modulating Informativeness in the Resolution of Privative Ambiguity. - Francesca Foppolo; Marco Marelli; Luisa Meroni; Andrea Gualmini (Cogn. Sci., 2015)

SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment. - Luisa Bentivogli; Raffaella Bernardi; Marco Marelli; Stefano Menini; Marco Baroni; Roberto Zamparelli (Lang. Resour. Evaluation, 2016)

Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. - Sandro Pezzelle; Marco Marelli; Raffaella Bernardi (EACL (2), 2017)

Social Media and Language Processing: How Facebook and Twitter Provide the Best Frequency Estimates for Studying Word Recognition. - Amaç Herdagdelen; Marco Marelli (Cogn. Sci., 2017)

Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces. - Eva Maria Vecchi; Marco Marelli; Roberto Zamparelli; Marco Baroni (Cogn. Sci., 2017)

No Delay for Some Inferences. - Francesca Foppolo; Marco Marelli (J. Semant., 2017)

The Language-invariant Aspect of Compounding: Predicting Compound Meanings Across Languages. - Fritz Günther; Marco Marelli (CLiC-it, 2018)

Local Associations and Semantic Ties in Overt and Masked Semantic Priming. - Andrea Nadalini; Marco Marelli; Roberto Bottini; Davide Crepaldi (CLiC-it, 2018)

Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans. - Yair Lakretz; Dieuwke Hupkes; Alessandra Vergallito; Marco Marelli; Marco Baroni; Stanislas Dehaene (CoRR, 2020)

Moving from Human Ratings to Word Vectors to Classify People With Focal Dementias: Are We There Yet? - Chiara Barattieri di San Pietro; Marco Marelli; Carlo Reverberi (CLiC-it, 2021)

SWEAT: Scoring Polarization of Topics across Different Corpora. - Federico Bianchi 001; Marco Marelli; Paolo Nicoli; Matteo Palmonari (EMNLP (1), 2021)

Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings. - Giovanni Cassani; Federico Bianchi 001; Marco Marelli (Cogn. Sci., 2021)

The Effects of Surprisal across Languages: Results from Native and Non-native Reading. - Andrea Gregor de Varda; Marco Marelli (AACL/IJCNLP (Findings), 2022)

Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading Times. - Andrea Gregor de Varda; Marco Marelli (ACL (2), 2023)

The challenge of representation learning: Improved accuracy in deep vision models does not come with better predictions of perceptual similarity. - Fritz Günther; Marco Marelli; Marco Alessandro Petilli (CoRR, 2023)

How should the advent of large language models affect the practice of science? - Marcel Binz; Stephan Alaniz; Adina Roskies; Balazs Aczel; Carl T. Bergstrom; Colin Allen; Daniel Schad; Dirk U. Wulff; Jevin D. West; Qiong Zhang; Richard M. Shiffrin; Samuel J. Gershman; et al. (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Data-driven Cross-lingual Syntax: An Agreement Study with Massively Multilingual Models. - Andrea Gregor de Varda; Marco Marelli (Comput. Linguistics, 2023)

The Emergence of Semantic Units in Massively Multilingual Models. - Andrea Gregor de Varda; Marco Marelli (LREC/COLING, 2024)

Meaning Beyond Lexicality: Capturing Pseudoword Definitions with Language Models. - Andrea Gregor de Varda; Daniele Gatti; Marco Marelli; Fritz Günther (Comput. Linguistics, 2024)

Predicting Hand Movements With Distributional Semantics: Evidence From Mouse-Tracking. - Daniele Gatti; Marco Marelli; Luca Rinaldi (Cogn. Sci., 2024)

Conceptual Combination in Large Language Models: Uncovering Implicit Relational Interpretations in Compound Words With Contextualized Word Embeddings. - Marco Ciapparelli; Calogero Zarbo; Marco Marelli (Cogn. Sci., 2025)