| 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 | 2139 | 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, 209-226, 2009 | 1801 | 2009 |
| 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 | 1417 | 2014 |
| Multimodal distributional semantics E Bruni, NK Tran, M Baroni Journal of artificial intelligence research 49, 1-47, 2014 | 1120 | 2014 |
| 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 | 1051 | 2018 |
| 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 | 947 | 2018 |
| Distributional memory: A general framework for corpus-based semantics M Baroni, A Lenci Computational Linguistics 36 (4), 673-721, 2010 | 910 | 2010 |
| BootCaT: Bootstrapping Corpora and Terms from the Web. M Baroni, S Bernardini LREC, 1313-1316, 2004 | 713 | 2004 |
| Colorless green recurrent networks dream hierarchically K Gulordava arXiv preprint arXiv:1803.11138, 2018 | 671 | 2018 |
| 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 | 659 | 2010 |
| 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 | 571 | 2016 |
| Multi-agent cooperation and the emergence of (natural) language A Lazaridou, A Peysakhovich, M Baroni arXiv preprint arXiv:1612.07182, 2016 | 542 | 2016 |
| Distributional semantics in technicolor E Bruni, G Boleda, M Baroni, NK Tran Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 511 | 2012 |
| Improving zero-shot learning by mitigating the hubness problem G Dinu, A Lazaridou, M Baroni arXiv preprint arXiv:1412.6568, 2014 | 462 | 2014 |
| 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 | 446 | 2008 |
| How we BLESSed distributional semantic evaluation M Baroni, A Lenci Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural …, 2011 | 413 | 2011 |
| Frege in space: A program for compositional distributional semantics M Baroni, R Bernardi, R Zamparelli Linguistic Issues in language technology 9, 241-346, 2014 | 392 | 2014 |
| 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 | 361 | 2006 |
| Combining language and vision with a multimodal skip-gram model A Lazaridou, NT Pham, M Baroni arXiv preprint arXiv:1501.02598, 2015 | 357 | 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 | 289 | 2012 |
Silvia BernardiniUniversity of Bologna, Italy在 unibo.it 的电子邮件经过验证