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Linking Objects to Vectors in distributional semantics: A framework to anchor corpus-based meaning representations to the external world

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Publications

Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics

Author(s): Martha Palmer, Gemma Boleda, Paolo Rosso
Published in: 2015

Zipf’s Law for Word Frequencies: Word Forms versus Lemmas in Long Texts

Author(s): Álvaro Corral, Gemma Boleda, Ramon Ferrer-i-Cancho
Published in: PLOS ONE, Issue 10/7, 2015, Page(s) e0129031, ISSN 1932-6203
DOI: 10.1371/journal.pone.0129031

Formal Distributional Semantics: Introduction to the Special Issue

Author(s): Gemma Boleda, Aurélie Herbelot
Published in: Computational Linguistics, Issue 42/4, 2016, Page(s) 619-635, ISSN 0891-2017
DOI: 10.1162/COLI_a_00261

Distributional semantics in use

Author(s): Raffa Bernardi, Gemma Boleda, Raffa Fernandez, Denis Paperno
Published in: Proceedings of EMNLP 2015 Workshop LSDSem 2015: Linking Models of Lexical, Sentential and Discourse-level Semantics, 2015, Page(s) 95-101

The LAMBADA dataset: Word prediction requiring a broad discourse context

Author(s): Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Ngoc Quan Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernandez
Published in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016, Page(s) 1525-1534
DOI: 10.18653/v1/P16-1144

Distributional vectors encode referential attributes

Author(s): Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó
Published in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015, Page(s) 12-21

``Look, some Green Circles!'': Learning to Quantify from Images

Author(s): Ionut Sorodoc, Angeliki Lazaridou, Gemma Boleda, Aurėlie Herbelot, Sandro Pezzelle, Raffaella Bernardi
Published in: Proceedings of the 5th Workshop on Vision and Language, 2016, Page(s) 75-59

Convolutional Neural Network Language Models

Author(s): Ngoc-Quan Pham, Germán Kruszewski, Gemma Boleda
Published in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, Page(s) 1153-1162
DOI: 10.18653/v1/D16-1123

Special Issue on Formal Distributional Semantics

Author(s): Gemma Boleda, Aurélie Herbelot (eds.)
Published in: Computational Linguistics, Issue 42, 2016