Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Accurate unlexicalized parsing
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
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
Recognizing textual entailment using a subsequence kernel method
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Measuring the semantic similarity of texts
EMSEE '05 Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment
An inference model for semantic entailment in natural language
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Indentify malay sentence similarity based on pola grammar algorithm
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Inference rules and their application to recognizing textual entailment
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Inference rules for recognizing textual entailment
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
Information synthesis for answer validation
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Towards semantic annotation supported by dependency linguistics and ILP
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
Distributed structures and distributional meaning
DiSCo '11 Proceedings of the Workshop on Distributional Semantics and Compositionality
A syntactic textual entailment system based on dependency parser
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Sibyl, a factoid question-answering system for spoken documents
ACM Transactions on Information Systems (TOIS)
ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
Terminological paraphrase extraction from scientific literature based on predicate argument tuples
Journal of Information Science
Integrating statistical and lexical information for recognizing textual entailments in text
Knowledge-Based Systems
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We present a novel approach to RTE that exploits a structure-oriented sentence representation followed by a similarity function. The structural features are automatically acquired from tree skeletons that are extracted and generalized from dependency trees. Our method makes use of a limited size of training data without any external knowledge bases (e.g. WordNet) or handcrafted inference rules. We have achieved an accuracy of 71.1% on the RTE-3 development set performing a 10-fold cross validation and 66.9% on the RTE-3 test data.