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Marco Baroni
Marco Baroni
ICREA Professor (Barcelona)
Preverjeni e-poštni naslov na upf.edu - Domača stran
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Leto
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
21462014
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, 209-226, 2009
17952009
Semeval-2014 task 1: Evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment
M Marelli, L Bentivogli, M Baroni, R Bernardi, S Menini, R Zamparelli
Proceedings of the 8th international workshop on semantic evaluation …, 2014
14252014
Multimodal distributional semantics
E Bruni, NK Tran, M Baroni
Journal of artificial intelligence research 49, 1-47, 2014
11262014
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
10562018
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
9632018
Distributional memory: A general framework for corpus-based semantics
M Baroni, A Lenci
Computational Linguistics 36 (4), 673-721, 2010
9172010
BootCaT: Bootstrapping Corpora and Terms from the Web.
M Baroni, S Bernardini
LREC, 1313-1316, 2004
7202004
Colorless green recurrent networks dream hierarchically
K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni
arXiv preprint arXiv:1803.11138, 2018
6792018
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
6612010
The LAMBADA dataset: Word prediction requiring a broad discourse context
D Paperno, G Kruszewski, A Lazaridou, QN Pham, R Bernardi, S Pezzelle, ...
arXiv preprint arXiv:1606.06031, 2016
6262016
Multi-agent cooperation and the emergence of (natural) language
A Lazaridou, A Peysakhovich, M Baroni
arXiv preprint arXiv:1612.07182, 2016
5532016
Distributional semantics in technicolor
E Bruni, G Boleda, M Baroni, NK Tran
Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012
5192012
Improving zero-shot learning by mitigating the hubness problem
G Dinu, A Lazaridou, M Baroni
arXiv preprint arXiv:1412.6568, 2014
4592014
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
4472008
How we BLESSed distributional semantic evaluation
M Baroni, A Lenci
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural …, 2011
4082011
Frege in space: A program for compositional distributional semantics
M Baroni, R Bernardi, R Zamparelli
Linguistic Issues in language technology 9, 241-346, 2014
3922014
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
3592006
Combining language and vision with a multimodal skip-gram model
A Lazaridou, NT Pham, M Baroni
arXiv preprint arXiv:1501.02598, 2015
3542015
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
2892012
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