Baroni, Marco

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties

Conneau, A., Kruszewski, G., Lample, G., Barrault, L., & Baroni, M. (2018) · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingSentiment Analysis and Opinion Mining

Cited by 657

Multi-Agent Cooperation and the Emergence of (Natural) Language

Lazaridou, A., Peysakhovich, A., & Baroni, M. (2016) · arXiv

Language and cultural evolutionSpeech and dialogue systems

Cited by 231

Human-like systematic generalization through a meta-learning neural network

Lake, B. M., & Baroni, M. (2023) · Nature

Neural Networks and ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 230

Syntactic Structure from Deep Learning

Linzen, T., & Baroni, M. (2021) · Annual Review of Linguistics

Syntax, Semantics, Linguistic VariationNatural Language Processing Techniques

Cited by 202

Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks

Loula, J., Baroni, M., & Lake, B. (2018) · Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

Topic ModelingNatural Language Processing Techniques

Cited by 136

The LAMBADA dataset: Word prediction requiring a broad discourse context

Paperno, D., Kruszewski, G., Lazaridou, A., Pham, N. Q., Bernardi, R., Pezzelle, S., Baroni, M., Boleda, G., & Fernandez, R. (2016) · Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 87

Anti-efficient encoding in emergent communication

Chaabouni, R., Kharitonov, E., Dupoux, E., & Baroni, M. (2019) · arXiv

Language and cultural evolutionSyntax, Semantics, Linguistic Variation

Cited by 85

Multimodal word meaning induction from minimal exposure to natural text

Lazaridou, A., Marelli, M., & Baroni, M. (2017) · Cognitive Science

Categorization, perception, and languageReading and Literacy Development

Cited by 80

Distributional vectors encode referential attributes

Gupta, A., Boleda, G., Baroni, M., & Padó, S. (2015) · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

Topic ModelingNatural Language Processing Techniques

Cited by 79

Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text

Anderson, A. J., Bruni, E., Lopopolo, A., Poesio, M., & Baroni, M. (2015) · NeuroImage

Neurobiology of Language and BilingualismMultimodal Machine Learning Applications

Cited by 77

Communicating artificial neural networks develop efficient color-naming systems

Chaabouni, R., Kharitonov, E., Dupoux, E., & Baroni, M. (2021) · Proceedings of the National Academy of Sciences

Categorization, perception, and languageLanguage and cultural evolution

Cited by 39