🧑‍🔬 Marco Baroni — all works

27 works · ← Marco Baroni

1. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Marco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,693 citations
2. A SICK cure for the evaluation of compositional distributional semantic modelsLanguage Resources and Evaluation Conference (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 propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,045 citations
4. Distributional Memory: A General Framework for Corpus-Based SemanticsComputational LinguisticsMarco Baroni, Alessandro Lenci2010 · 884 citations
5. Colorless Green Recurrent Networks Dream HierarchicallyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 765 citations
6. The LAMBADA dataset: Word prediction requiring a broad discourse contextAnnual Meeting of the Association for Computational Linguistics (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 EntailmentInternational Workshop on Semantic Evaluation (SemEval)Marco Marelli, Luisa Bentivogli, Marco Baroni, et al.2014 · 526 citations
8. BootCaT: Bootstrapping Corpora and Terms from the WebLanguage Resources and Evaluation Conference (LREC)Marco Baroni, Silvia Bernardini2004 · 467 citations
9. Distributional Semantics in TechnicolorAnnual Meeting of the Association for Computational Linguistics (ACL)Elia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 462 citations
10. How we BLESSed distributional semantic evaluationGEMS Workshop on GEometrical Models of Natural Language SemanticsMarco Baroni, Alessandro Lenci2011 · 430 citations
11. Combining Language and Vision with a Multimodal Skip-gram ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Angeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 368 citations
12. Entailment above the word level in distributional semanticsConference of the European Chapter of the Association for Computational Linguistics (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 LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Angeliki Lazaridou, Georgiana Dinu, Marco Baroni2015 · 276 citations
14. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.GEMS Workshop on GEometrical Models of Natural Language SemanticsKristina Gulordava, Marco Baroni2011 · 240 citations
15. The emergence of number and syntax units in LSTM language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yair Lakretz, German Kruszewski, Theo Desbordes, et al.2019 · 194 citations
16. Rearranging the Familiar: Testing Compositional Generalization in Recurrent NetworksEMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLPJoão Loula, Marco Baroni, Brenden Lake2018 · 160 citations
17. Unsupervised discovery of morphologically related words based on orthographic and semantic similarityMarco Baroni, Johannes Matiasek, Harald TrostEnglish · 144 citations
18. Distributional vectors encode referential attributes ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetAbhijeet Gupta et al.2015 · 116 citations
19. How agents see things: On visual representations in an emergent language game ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDiane Bouchacourt, Marco Baroni2018 · 106 citations
20. High-risk learning: acquiring new word vectors from tiny data ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetAurélie Herbelot, Marco Baroni2017 · 54 citations
21. Deriving Boolean structures from distributional vectorsTransactions of the Association for Computational Linguistics (TACL)German Kruszewski, Denis Paperno, Marco Baroni2015 · 54 citations
22. Jump to better conclusions: SCAN both left and rightEMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLPJasmijn Bastings, Marco Baroni, Jason Weston, et al.2018 · 38 citations
23. Multimodal Semantic Learning from Child-Directed InputConference of the North American Chapter of the Association for Computational Linguistics (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 ↗COLING 2002: The 19th International Conference on Computational Linguistics · no summary yetMarco Baroni, Johannes Matiasek, Harald Trost2002 · 22 citations
25. Sentence paraphrase detection: When determiners and word order make the difference ↗Proceedings of the IWCS 2013 Workshop Towards a Formal Distributional Semantics · no summary yetNghia Pham et al.2013 · 18 citations
26. CommAI: Evaluating the first steps towards a useful general AI ↗arXiv:1701.08954 · no summary yetMarco Baroni et al.2017 · 12 citations
27. Introducing, evaluating ukWaC, a very large web-derived corpus of EnglishProceedings of the 4th Web as Corpus WorkshopAdriano Ferraresi, Eros Zanchetta, Marco Baroni, et al.2008

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