Elements of information theory
Elements of information theory
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Centering: a framework for modeling the local coherence of discourse
Computational Linguistics
Similarity-Based Models of Word Cooccurrence Probabilities
Machine Learning - Special issue on natural language learning
Building natural language generation systems
Building natural language generation systems
Discovery of inference rules for question-answering
Natural Language Engineering
A non-projective dependency parser
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Logic form transformation of WordNet and its applicability to question answering
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Syntax-based alignment of multiple translations: extracting paraphrases and generating new sentences
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Probabilistic text structuring: experiments with sentence ordering
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Automatic detection of causal relations for Question Answering
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
The distributional inclusion hypotheses and lexical entailment
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Modeling local coherence: an entity-based approach
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Inferring strategies for sentence ordering in multidocument news summarization
Journal of Artificial Intelligence Research
Acquiring paraphrases from text corpora
Proceedings of the fifth international conference on Knowledge capture
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Learning entailment rules for unary templates
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
IWPT '09 Proceedings of the 11th International Conference on Parsing Technologies
Large-scale verb entailment acquisition from the web
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Temporal Relations Learning with a Bootstrapped Cross-document Classifier
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Using syntactic-based kernels for classifying temporal relations
Journal of Computer Science and Technology - Special issue on natural language processing
Discovering commonsense entailment rules implicit in sentences
TIWTE '11 Proceedings of the TextInfer 2011 Workshop on Textual Entailment
Towards unsupervised learning of temporal relations between events
Journal of Artificial Intelligence Research
| Hi-index | 0.00 |
The study addresses the problem of automatic acquisition of entailment relations between verbs. While this task has much in common with paraphrases acquisition which aims to discover semantic equivalence between verbs, the main challenge of entailment acquisition is to capture asymmetric, or directional, relations. Motivated by the intuition that it often under-lies the local structure of coherent text, we develop a method that discovers verb entailment using evidence about discourse relations between clauses available in a parsed corpus. In comparison with earlier work, the proposed method covers a much wider range of verb entailment types and learns the mapping between verbs with highly varied argument structures.