Fabio Massimo Zanzotto

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Distributed and Distributional Kernels

(towards Compositionaliy in Distributional Semantics)

Distributed Tree Kernels Code Download Distributed and Distributional Kernels: the big picture

Compositionality for Distributional Semantics
Zanzotto, F. M.; Korkontzelos, I.; Fallucchi, F. & Manandhar, S. Estimating Linear Models for Compositional Distributional Semantics, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010, Download Local Document bibtex
Korkontzelos, I.; Zesch, T.; Zanzotto, F. M. & Biemann, C. SemEval-2013 Task 5: Evaluating Phrasal Semantics, Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), 2013, bibtex
Distributed Tree Kernels
Zanzotto, F. M. & Dell'Arciprete, L. Distributed Tree Kernels, Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012, Document on the Web Video Lecture bibtex
Zanzotto, F. M. & Dell'Arciprete, L. Distributed structures and distributional meaning, Proceedings of the Workshop on Distributional Semantics and Compositionality, 2011, Document on the Web bibtex
Distributed Representation Parsing
Zanzotto, F. M. & Dell'Arciprete, L. Transducing Sentences to Syntactic Feature Vectors: an Alternative Way to "Parse"?, Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013, Document on the Web bibtex
Brain and Computers
Zanzotto, F. M. ``Could a Neuroscientist Understand a Microprocessor?'' and ``Reading what Machines think'', Research note, 2017, 10.13140/RG.2.2.29267.78889, Download Local Document Document on the Web
Dell'Arciprete, L.; Murphy, B. & Zanzotto, F. M. Parallels between Machine and Brain Decoding, Brain Informatics 2012, 2012, doi:10.1007/978-3-642-35139-6_16, Document on the Web Download Local Document bibtex
Zanzotto, F. M. & Croce, D. Comparing EEG/ERP-like and fMRI-like Techniques for Reading Machine Thoughts, BI 2010: Proceedings of the Brain Informatics Conference - Toronto, 2010, Download Local Document Document on the Web bibtex
Zanzotto, F. M.; Croce, D. & Prezioso, S. Reading what Machines "Think": a Challenge for Nanotechnology, Joint Conferences on Avdanced Materials, 2009, Conference presentation bibtex
Zanzotto, F. M. & Croce, D. Reading what machines "think", BI 2009: Proceedings of the Brain Informatics Conference - Bejing, China, October 2009, 2009, doi:10.1007/978-3-642-04954-5_26, Document on the Web Download Local Document Conference presentation bibtex
Prezioso, S.; Croce, D. & Zanzotto, F. M. Reading what machines "think": a challenge for nanotechnology, JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2011, doi:10.1166/jctn.2011.1927, Document on the Web bibtex
Zanzotto, F. M.; Dell'arciprete, L. & Korkontzelos, Y. Rappresentazione distribuita e semantica distribuzionale dalla prospettiva dell'Intelligenza Artificiale, TEORIE & MODELLI, 2010, bibtex