Marco Baroni
Marco Baroni
ICREA Professor (Barcelona) and FAIR Research Scientist (Paris)
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Don’t count, predict! a systematic comparison of context-counting vs. context-predicting semantic vectors
M Baroni, G Dinu, G Kruszewski
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
The WaCky wide web: a collection of very large linguistically processed web-crawled corpora
M Baroni, S Bernardini, A Ferraresi, E Zanchetta
Language resources and evaluation 43 (3), 209-226, 2009
Multimodal distributional semantics
E Bruni, NK Tran, M Baroni
Journal of artificial intelligence research 49, 1-47, 2014
A SICK cure for the evaluation of compositional distributional semantic models.
M Marelli, S Menini, M Baroni, L Bentivogli, R Bernardi, R Zamparelli
Lrec, 216-223, 2014
Distributional memory: A general framework for corpus-based semantics
M Baroni, A Lenci
Computational Linguistics 36 (4), 673-721, 2010
BootCaT: Bootstrapping Corpora and Terms from the Web.
M Baroni, S Bernardini
LREC, 1313-1316, 2004
Nouns are vectors, adjectives are matrices: Representing adjective-noun constructions in semantic space
M Baroni, R Zamparelli
Proceedings of the 2010 conference on empirical methods in natural language …, 2010
What you can cram into a single vector: Probing sentence embeddings for linguistic properties
A Conneau, G Kruszewski, G Lample, L Barrault, M Baroni
arXiv preprint arXiv:1805.01070, 2018
Distributional semantics in technicolor
E Bruni, G Boleda, M Baroni, NK Tran
Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012
Introducing and evaluating ukWaC, a very large web-derived corpus of English
A Ferraresi, E Zanchetta, M Baroni, S Bernardini
Proceedings of the 4th Web as Corpus Workshop (WAC-4) Can we beat Google, 47-54, 2008
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
B Lake, M Baroni
International conference on machine learning, 2873-2882, 2018
Colorless green recurrent networks dream hierarchically
K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni
arXiv preprint arXiv:1803.11138, 2018
How we BLESSed distributional semantic evaluation
M Baroni, A Lenci
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural …, 2011
Improving zero-shot learning by mitigating the hubness problem
G Dinu, A Lazaridou, M Baroni
arXiv preprint arXiv:1412.6568, 2014
Frege in Space: A Program for Composition Distributional Semantics
M Baroni, R Bernardi, R Zamparelli
Linguistic Issues in Language Technology, Volume 9, 2014-Perspectives on …, 2014
Multi-agent cooperation and the emergence of (natural) language
A Lazaridou, A Peysakhovich, M Baroni
arXiv preprint arXiv:1612.07182, 2016
A new approach to the study of translationese: Machine-learning the difference between original and translated text
M Baroni, S Bernardini
Literary and Linguistic Computing 21 (3), 259-274, 2006
Combining language and vision with a multimodal skip-gram model
A Lazaridou, NT Pham, M Baroni
arXiv preprint arXiv:1501.02598, 2015
Entailment above the word level in distributional semantics
M Baroni, R Bernardi, NQ Do, C Shan
Proceedings of the 13th Conference of the European Chapter of the …, 2012
Introducing the La Repubblica Corpus: A Large, Annotated, TEI (XML)-compliant Corpus of Newspaper Italian.
M Baroni, S Bernardini, F Comastri, L Piccioni, A Volpi, G Aston, ...
LREC, 2004
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