Extraction of part-whole relations from turkish corpora

Authors:
Tuğba Yıldız;Savaş Yıldırım;Banu Diri
Affiliations:
Department of Computer Engineering, İstanbul Bilgi University, İstanbul, Turkey;Department of Computer Engineering, İstanbul Bilgi University, İstanbul, Turkey;Department of Computer Engineering, Yıldız Technical University, İstanbul, Turkey
Venue:
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Year:
2013

Citing 16
Cited 0

Problems of the part-whole relation

Relational models of the lexicon
Part-whole relations in object-centered systems: an overview

Data & Knowledge Engineering - Special issue on modeling parts and wholes
Automatic acquisition of hyponyms from large text corpora

COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Finding parts in very large corpora

ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Learning semantic constraints for the automatic discovery of part-whole relations

NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Automatic Discovery of Part-Whole Relations

Computational Linguistics
Espresso: leveraging generic patterns for automatically harvesting semantic relations

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Representing and reasoning over a taxonomy of part-whole relations

Applied Ontology - Ontological Foundations of Conceptual Modelling
Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus

GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Extracting Part-Whole Relations from Unstructured Chinese Corpus

FSKD '08 Proceedings of the 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 04
Part-whole representation and reasoning in formal biomedical ontologies

Artificial Intelligence in Medicine
On learning subtypes of the part-whole relation: do not mix your seeds

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Extracting meronymy relationships from domain-specific, textual corporate databases

NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
Extraction of semantic word relations in Turkish from dictionary definitions

RELMS '11 Proceedings of the ACL 2011 Workshop on Relational Models of Semantics
Using the wordnet ontology in the GeoCLEF geographical information retrieval task

CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
A method for learning part-whole relations

ISWC'06 Proceedings of the 5th international conference on The Semantic Web

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this work, we present a model for semi-automatically extracting part-whole relations from a Turkish raw text. The model takes a list of manually prepared seeds to induce syntactic patterns and estimates their reliabilities. It then captures the variations of part-whole candidates from the corpus. To get precise meronymic relationships, the candidates are ranked and selected according to their reliability scores. We use and compare some metrics to evaluate the strength of association between a pattern and matched pairs. We conclude with a discussion of the result and show that the model presented here gives promising results for Turkish text.