| Initial Idea |
Zanzotto, F. M. & Moschitti, A.
Automatic learning of textual entailments with cross-pair similarities,
ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics,
2006,
doi:10.3115/1220175.1220226,
|
| First refinement of the algorithm |
Moschitti, A. & Zanzotto, F. M.
Fast and Effective Kernels for Relational Learning from Texts,
Proceedings of 24th Annual International Conference on Machine Learning,
2007,
doi:10.1145/1273496.1273578,
|
| Analysis of different feature spaces |
|
Pennacchiotti, M. & Zanzotto, F. M.
Learning Shallow Semantic Rules for Textual Entailment,
Poceeding of International Conference RANLP - 2007,
2007,
|
| A comprehensive description |
|
Zanzotto, F. M.; Pennacchiotti, M. & Moschitti, A.
A Machine Learning Approach to Textual Entailment Recognition,
NATURAL LANGUAGE ENGINEERING,
2009,
doi:10.1017/S1351324909990143,
(Errata Corridge)
|
| Adding Distributional Semantics |
|
Mehdad, Y.; Moschitti, A. & Zanzotto, F. M.
Syntactic/Semantic Structures for Textual Entailment Recognition,
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics,
2010,
|
| A valid kernel with an efficient algorithm |
Zanzotto, F. M. & Dell'Arciprete, L.
Efficient kernels for sentence pair classification,
Conference on Empirical Methods on Natural Language Processing,
2009,
(Errata Corridge)
|
|
Zanzotto, F. M.; Dell'arciprete, L. & Moschitti, A.
Efficient Graph Kernels for Textual Entailment Recognition,
FUNDAMENTA INFORMATICAE,
2011,
doi:10.3233/FI-2011-400,
|
| Applications |
|
Zanzotto, F. M.; Pennacchiotti, M. & Tsioutsiouliklis, K.
Linguistic redundancy in Twitter,
Proceedings of the Conference on Empirical Methods in Natural Language Processing,
2011,
|
