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Active Research Projects
Distributed and Distributional Kernels (towards Compositionaliy in Distributional Semantics)
Machine Learning for Recognizing Textual Entailment: Modelling Feature Spaces of First-Order Rules
Datasets
Testbed for Compositional Distributional Semantics (this test-bed evolved in the SemEval 2013 task 5a)
Reference: 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
Twitter Redundancy Detection Corpus with Yahoo: we are still working to respect the new Twitter Term of Use
Reference: Zanzotto, F. M.; Pennacchiotti, M. & Tsioutsiouliklis, K. Linguistic Redundancy in Twitter, Proceedings of 2011 Conference on Empirical Methods on Natural Language Processing (EmNLP), 2011, bibtex
English WIKI RTE Corpus: Textual Entailment Dataset based on Wikipidia Revisions
Reference: Zanzotto, F. M. & Pennacchiotti, M. Expanding textual entailment corpora from Wikipedia using co-training, Proceedings of the COLING-Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources, 2010, bibtex
Italian RTE Corpus: Textual Entailment Dataset for Italian prepared for Evalita 2009