---
title: "Marco Baroni — all works — Elamur Research"
description: "All 27 works of Marco Baroni in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/marco-baroni/works/"
---
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# Marco Baroni — all works

27 works · [← Marco Baroni](https://md.research.elamur.ai/free/en/authors/marco-baroni/)

1. **[Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors](https://md.research.elamur.ai/free/en/papers/baroni-2014-don-t-count-predict-systematic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Marco Baroni, Georgiana Dinu, Germán Kruszewski*2014 · 1,693 citations*
2. **[A SICK cure for the evaluation of compositional distributional semantic models](https://md.research.elamur.ai/free/en/papers/marelli-2014-sick-cure-evaluation-compositional-distributional/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Marco Marelli, Stefano Menini, Marco Baroni, et al.*2014 · 1,093 citations*
3. **[What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties](https://md.research.elamur.ai/free/en/papers/conneau-2018-what-you-can-cram-into/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alexis Conneau, German Kruszewski, Guillaume Lample, et al.*2018 · 1,045 citations*
4. **[Distributional Memory: A General Framework for Corpus-Based Semantics](https://md.research.elamur.ai/free/en/papers/baroni-2010-distributional-memory-general-framework-corpus/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Marco Baroni, Alessandro Lenci*2010 · 884 citations*
5. **[Colorless Green Recurrent Networks Dream Hierarchically](https://md.research.elamur.ai/free/en/papers/gulordava-2018-colorless-green-recurrent-networks-dream/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Kristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.*2018 · 765 citations*
6. **[The LAMBADA dataset: Word prediction requiring a broad discourse context](https://md.research.elamur.ai/free/en/papers/paperno-2016-lambada-dataset-word-prediction-requiring/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.*2016 · 528 citations*
7. **[SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment](https://md.research.elamur.ai/free/en/papers/marelli-2014-semeval-2014-task-1-evaluation/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Marco Marelli, Luisa Bentivogli, Marco Baroni, et al.*2014 · 526 citations*
8. **[BootCaT: Bootstrapping Corpora and Terms from the Web](https://md.research.elamur.ai/free/en/papers/baroni-2004-bootcat-bootstrapping-corpora-terms-web/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Marco Baroni, Silvia Bernardini*2004 · 467 citations*
9. **[Distributional Semantics in Technicolor](https://md.research.elamur.ai/free/en/papers/bruni-2012-distributional-semantics-technicolor/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Elia Bruni, Gemma Boleda, Marco Baroni, et al.*2012 · 462 citations*
10. **[How we BLESSed distributional semantic evaluation](https://md.research.elamur.ai/free/en/papers/baroni-2011-how-we-blessed-distributional-semantic/) [GEMS Workshop on GEometrical Models of Natural Language Semantics](https://md.research.elamur.ai/free/en/venues/gems-workshop-on-geometrical-models-of-natural-language-semantics/)**Marco Baroni, Alessandro Lenci*2011 · 430 citations*
11. **[Combining Language and Vision with a Multimodal Skip-gram Model](https://md.research.elamur.ai/free/en/papers/lazaridou-2015-combining-language-vision-multimodal-skip/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Angeliki Lazaridou, Nghia The Pham, Marco Baroni*2015 · 368 citations*
12. **[Entailment above the word level in distributional semantics](https://md.research.elamur.ai/free/en/papers/baroni-2012-entailment-above-word-level-distributional/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.*2012 · 320 citations*
13. **[Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning](https://md.research.elamur.ai/free/en/papers/lazaridou-2015-hubness-pollution-delving-into-cross/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Angeliki Lazaridou, Georgiana Dinu, Marco Baroni*2015 · 276 citations*
14. **[A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.](https://md.research.elamur.ai/free/en/papers/gulordava-2011-distributional-similarity-approach-detection-semantic/) [GEMS Workshop on GEometrical Models of Natural Language Semantics](https://md.research.elamur.ai/free/en/venues/gems-workshop-on-geometrical-models-of-natural-language-semantics/)**Kristina Gulordava, Marco Baroni*2011 · 240 citations*
15. **[The emergence of number and syntax units in LSTM language models](https://md.research.elamur.ai/free/en/papers/lakretz-2019-emergence-number-syntax-units-lstm/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yair Lakretz, German Kruszewski, Theo Desbordes, et al.*2019 · 194 citations*
16. **[Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks](https://md.research.elamur.ai/free/en/papers/loula-2018-rearranging-familiar-testing-compositional-generalization/) [EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP](https://md.research.elamur.ai/free/en/venues/emnlp-workshop-blackboxnlp-analyzing-and-interpreting-neural-networks-for-nlp/)**João Loula, Marco Baroni, Brenden Lake*2018 · 160 citations*
17. [**Unsupervised discovery of morphologically related words based on orthographic and semantic similarity**Marco Baroni, Johannes Matiasek, Harald Trost*English · 144 citations*](https://md.research.elamur.ai/free/en/papers/baroni-2002-unsupervised-discovery-morphologically-related-words/)
18. **[Distributional vectors encode referential attributes ↗](https://aclanthology.org/D15-1002/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Abhijeet Gupta et al.*2015 · 116 citations*
19. **[How agents see things: On visual representations in an emergent language game ↗](https://aclanthology.org/D18-1119/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Diane Bouchacourt, Marco Baroni*2018 · 106 citations*
20. **[High-risk learning: acquiring new word vectors from tiny data ↗](https://aclanthology.org/D17-1030/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Aurélie Herbelot, Marco Baroni*2017 · 54 citations*
21. **[Deriving Boolean structures from distributional vectors](https://md.research.elamur.ai/free/en/papers/kruszewski-2015-deriving-boolean-structures-distributional-vectors/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**German Kruszewski, Denis Paperno, Marco Baroni*2015 · 54 citations*
22. **[Jump to better conclusions: SCAN both left and right](https://md.research.elamur.ai/free/en/papers/bastings-2018-jump-better-conclusions-scan-both/) [EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP](https://md.research.elamur.ai/free/en/venues/emnlp-workshop-blackboxnlp-analyzing-and-interpreting-neural-networks-for-nlp/)**Jasmijn Bastings, Marco Baroni, Jason Weston, et al.*2018 · 38 citations*
23. **[Multimodal Semantic Learning from Child-Directed Input](https://md.research.elamur.ai/free/en/papers/lazaridou-2016-multimodal-semantic-learning-child-directed/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Angeliki Lazaridou, Grzegorz Chrupała, Raquel Fernández, et al.*2016 · 29 citations*
24. **[Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System ↗](https://aclanthology.org/C02-1096/) COLING 2002: The 19th International Conference on Computational Linguistics · no summary yet**Marco Baroni, Johannes Matiasek, Harald Trost*2002 · 22 citations*
25. **[Sentence paraphrase detection: When determiners and word order make the difference ↗](https://aclanthology.org/W13-0603/) Proceedings of the IWCS 2013 Workshop Towards a Formal Distributional Semantics · no summary yet**Nghia Pham et al.*2013 · 18 citations*
26. **[CommAI: Evaluating the first steps towards a useful general AI ↗](https://arxiv.org/abs/1701.08954) arXiv:1701.08954 · no summary yet**Marco Baroni et al.*2017 · 12 citations*
27. [**Introducing, evaluating ukWaC, a very large web-derived corpus of English Proceedings of the 4th Web as Corpus Workshop**Adriano Ferraresi, Eros Zanchetta, Marco Baroni, et al.*2008*](https://md.research.elamur.ai/free/en/papers/ferraresi-2008-introducing-evaluating-ukwac-very-large/)