Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Discovery of inference rules for question-answering
Natural Language Engineering
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Recognising textual entailment with logical inference
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Effectively using syntax for recognizing false entailment
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Experiments of UNED at the third recognising textual entailment challenge
RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing
| Hi-index | 0.00 |
In this paper we define a measure for textual entailment recognition based on structural isomorphism theory applied to lexical dependency information. We describe the experiments carried out to estimate measure's parameters with logistic regression and SVM. The results obtained show how a model constructed around lexical relationships is a plausible alternative for textual entailment recognition.