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Marco Baroni

Active 1986–2026

198
Papers
18,053
Citations
61
h-index
144
i10-index

Citations

Citations per year for Marco Baroni1977: 1 citations1987: 1 citations1989: 3 citations1990: 1 citations1991: 2 citations1992: 1 citations1993: 2 citations1994: 2 citations1999: 1 citations2000: 1 citations2001: 1 citations2002: 6 citations2003: 11 citations2004: 11 citations2005: 18 citations2006: 47 citations2007: 32 citations2008: 66 citations2009: 69 citations2010: 134 citations2011: 150 citations2012: 246 citations2013: 377 citations2014: 506 citations2015: 705 citations2016: 995 citations2017: 782 citations2018: 969 citations2019: 1,150 citations2020: 1,142 citations2021: 995 citations2022: 645 citations2023: 714 citations2024: 581 citations2025: 528 citations2026: 231 citations1978–1986: no citations, so these years are not shown1988: no citations, so this year is not shown1995–1998: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 1,703 citing papers, 18.9% of this breakdownChina: 909 citing papers, 10.1% of this breakdownUnited Kingdom: 863 citing papers, 9.6% of this breakdownGermany: 756 citing papers, 8.4% of this breakdownItaly: 618 citing papers, 6.8% of this breakdownFrance: 426 citing papers, 4.7% of this breakdownNetherlands: 281 citing papers, 3.1% of this breakdownCanada: 276 citing papers, 3% of this breakdownSpain: 269 citing papers, 3% of this breakdownJapan: 268 citing papers, 3% of this breakdownIsrael: 244 citing papers, 2.7% of this breakdownIndia: 169 citing papers, 1.9% of this breakdown
0%18.9%Other 24.8%

Institutions

Fields

  • Computer Science82.2%
  • Social Sciences4.2%
  • Neuroscience3.1%
  • Psychology3%
  • Biochemistry, Genetics and Molecular Biology1.6%
  • Arts and Humanities1.3%
  • Other4.6%

Topics

  • Topic Modeling21.5%
  • Natural Language Processing Techniques20.2%
  • Multimodal Machine Learning Applications4.2%
  • Advanced Text Analysis Techniques3.7%
  • Speech and dialogue systems2.8%
  • Text Readability and Simplification2.4%
  • Other45.2%

Coauthors

All papers

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  1. The LAMBADA dataset: Word prediction requiring a broad discourse context

    Authors: Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández - Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL (1) 2016 cited by 499

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

    Authors: Brenden M. Lake, Marco Baroni - Nature, Nat. 2023 cited by 178

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

    Authors: Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni - Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL (1) 2018 cited by 593

  4. Emergent Multi-Agent Communication in the Deep Learning Era

    Authors: Angeliki Lazaridou, Marco Baroni - arXiv (Cornell University), CoRR 2020 cited by 147

  5. Multimodal Distributional Semantics

    Authors: Elia Bruni, Nam-Khanh Tran, Marco Baroni - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 2014 cited by 939

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

    Authors: Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni - ICLR 2017 cited by 488

  7. Syntactic Structure from Deep Learning

    Authors: Tal Linzen, Marco Baroni - Annual Review of Linguistics 2020 cited by 122

  8. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors

    Authors: Marco Baroni, Georgiana Dinu, Germán Kruszewski - Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL (1) 2014 cited by 1,379

  9. A SICK cure for the evaluation of compositional distributional semantic models

    Authors: Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli - Language Resources and Evaluation Conference, LREC 2014 cited by 669

  10. Compositionality and Generalization In Emergent Languages

    Authors: Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni - Meeting of the Association for Computational Linguistics, ACL 2020 cited by 61

  11. Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality

    Authors: Kazuma Hashimoto, Yoshimasa Tsuruoka, Samuel Bowman, Christopher Potts, Christopher D. Manning, Jackie Chi, Kit Cheung, Kristina Toutanova, Danqi Chen, Nathanael Chambers, Daniel Jurafsky, John Duchi, Elad Hazan, Yoram Singer, John Rupert, Firth, Edward Grefenstette, Mehrnoosh Sadrzadeh, Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni, Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka, Karl Moritz, Hermann, Phil Blunsom, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Stephen Pulman, Omer Levy, Yoav Goldberg, Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeff Dean, Dmitrijs Milajevs, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Matthew Purver, Jeff Mitchell, Mirella Lapata, Jeff Mitchell, Mirella Lapata, Yusuke Miyao, Jun'ichi Tsujii, Yusuke Miyao, Tomoko Ohta, Katsuya Masuda, Yoshimasa Tsuruoka, Kazuhiro Yoshida, Takashi Ninomiya, Jun'ichi Tsujii, Masayasu Muraoka, Sonse Shimaoka, Kazeto Yamamoto, Yotaro Watanabe, Naoaki Okazaki, Kentaro Inui, Tamara Polajnar, Laura Rimell, Stephen Clark, Richard Socher, Eric Huang, Jeffrey Pennin, Christopher Manning, Andrew Ng, Richard Socher, John Bauer, Christopher Manning, Ng Andrew, Y, D Chen, R Socher, C Manning, A Ng, B Coecke, M Sadrzadeh, S Clark, I Dagan, O Glickman, B Magnini, C Goller, A Kuchler, E Grefenstette, M Sadrzadeh, S Clark, B Coecke, S Pulman, E Grefenstette, K Hermann, E Grefenstette and 469 more - CVSC 2015 cited by 52

  12. Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks

    Authors: Brenden M. Lake, Marco Baroni - ICML 2018 cited by 973

  13. SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment

    Authors: Marco Marelli, Luisa Bentivogli, Marco Baroni, Raffaella Bernardi, Stefano Menini, Roberto Zamparelli - Workshop on Semantic Evaluation (SemEval 2014), SemEval@COLING 2014 cited by 389

  14. Emergence of a High-Dimensional Abstraction Phase in Language Transformers

    Authors: Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Lei Yu, Alessandro Laio, Marco Baroni - ICLR 2025 cited by 53

  15. The WaCky wide web: a collection of very large linguistically processed web-crawled corpora

    Authors: Marco Baroni, Silvia Bernardini, Adriano Ferraresi, Eros Zanchetta - Language Resources and Evaluation, Lang. Resour. Evaluation 2009 cited by 1,197

  16. Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics

    Authors: Marko Tadi, Shuly Wintner, Demo Chairs, Bogdan Babych, Sharon Goldwater, Lars Borin, Aarne Ranta, Nina Tahmasebi, Gosse Bouma, Anja Belz, Afra Alishahi, Marco Baroni, Desmond Elliott, Konstantina Garoufi, Douwe Kiela, Jochen Leidner, Alessandro Moschitti, Sofie Kokkinakis, Staffan Larsson, Peter Ljunglf, Enrique Alfonseca, John Blitzer, Aoife Cahill, Vera Demberg, Chris Dyer, Jacob Eisenstein, Micha Elsner, Katrin Erk, Afsaneh Fazly, Katja Filippova, Alexander Fraser, Iryna Gurevych, Chin-Yew Lin, David Mcclosky, Yusuke Miyao, Tou Hwee, Slav Ng, Simone Petrov, Sebas- Tian Ponzetto, Verena Riedel, Helmut Rieser, Izhak Schmid, Hiroya Shafran, Lucy Takamura, Vanderwende, Fadi Abu-Sheika, Meni Adler, Nitish Aggarwal, Lars Ahrenberg, Yaser Al-Onaizan, Yasemin Altun, Waleed Ammar, Jacob Andreas, Ion Androutsopoulos, Gabor Angeli, Mihael Ar- Can, Yoav Artzi, Jordi Atserias Batalla, Michael Auli, Harald Baayen, Timothy Baldwin, David Bamman, Mohit Bansal, Loc Barrault, Nria Bel, Kedar Bellare, Islam Belt- Agy, Luciana Benotti, Yinon Bentor, Jonathan Berant, Sabine Bergler, Raffaella Bernardi, Klin- Ton Bicknell, Chris Biemann, Arianna Bisazza, Yonatan Bisk, Roi Blanco, Michael Bloodgood, Phil Blunsom, Nathan Bodenstab, Branimir Boguraev, Bernd Bohnet, Gemma Boleda, Danushka Bollegala, Francis Bond, Kalina Bontcheva, Johan Bos, Houda Bouamor, Thorsten Brants, Chlo Braud, Fabienne Braune, Chris Brew, Ted Briscoe, Julian Brooke, Marco Brunello, Paul Buite- Laar, Harry Bunt, Aljoscha Burchardt, David Burkett, Stephan Busemann and 1,085 more - 2014 cited by 148

  17. The emergence of number and syntax units in LSTM language models

    Authors: Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni - Conference of the North, NAACL-HLT (1) 2019 cited by 118

  18. Linguistic generalization and compositionality in modern artificial neural networks

    Authors: Marco Baroni - Philosophical Transactions of the Royal Society B Biological Sciences 2019 cited by 102

  19. Colorless Green Recurrent Networks Dream Hierarchically

    Authors: Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), NAACL-HLT 2018 cited by 60

  20. Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks

    Authors: João Loula, Marco Baroni, Brenden M. Lake - EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2018 cited by 112

  21. How agents see things: On visual representations in an emergent language game

    Authors: Diane Bouchacourt, Marco Baroni - Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 cited by 72

  22. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity

    Authors: Mona Diab, Tim Baldwin, Marco Baroni - Joint Conference on Lexical and Computational Semantics 2013 cited by 38

  23. How BPE Affects Memorization in Transformers

    Authors: Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes - arXiv (Cornell University), CoRR 2021 cited by 21

  24. Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning

    Authors: Angeliki Lazaridou, Georgiana Dinu, Marco Baroni - Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), ACL (1) 2015 cited by 223