Perbaikan Metode Stanford Recognizing Textual Entailment Pada Kalimat Mengandung Aritmatika
Abstract
Stanford RTE merupakan system yang digunakan untuk mendeteksi pasangan kalimat kontradiksi dan kalimat entailment. Kelemahan sistem ini masih terjadi kesalahan pendeteksian pada kalimat mengandung aritmatika. Perbaikan yang dilakukan dengan menggunakan metode POS Tagger, Stanford NER, Stanford Parser, dan kata hubung bermakna operasi aritmatika. Hasil yang diharapkan adalah perbaikan deteksi pada dataset RTE-4 ID 332 yang semula terdeteksi sebagai kalimat kontradiksi menjadi kalimat entailment.
Full Text:
PDFReferences
MacCartney, B., Grenager, T., de Marneffe, M., Cer, D., Manning, C., 2006, Learning to recognize features of valid textual entailments, Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, HLT-NAACL '06, Association for Computational Linguistics, Stroudsburg- PA-USA.
de Marneffe, M., Rafferty, A., Manning, C., 2008, Finding Contradictions in Text, Proceedings of ACL-08: HLT, Association for Computational Linguistics, Columbus-Ohio-USA.
Pado, S., de Marneffe, M., MacCartney, B., Rafferty, A., Yeh, E., Manning, C. 2008. Deciding entailment and contradiction with stochastic and edit distance-based alignment, Proceedings of the 1st Text Analysis Conference (TAC’08).
The Stanford Natural Language Processing Group, 24 Desember 2012, Stanford CoreNLP A Suite of Core NLP Tools, http://nlp.stanford.edu/software/corenlp.shtml.
Toutanova, K., Klein, D., Manning, C., Singer, Y., 2003, Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network, In Proceedings of HLT-NAACL 2003.
Finkel, J., Grenager, T., Manning, C., 2005, Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling, Proceedings of the 43nd Annual Meeting of the Association for Computational Linguistics (ACL 2005).
de Marneffe, M., Manning, C., 2008, The Stanford typed dependencies representation, Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation, Association for Computational Linguistics.
Pedersen, Ted., Patwardhan, Siddarth., Michelizzi, Jason., 2004, WordNet::Similarity: measuring the relatedness of concepts, Demonstration Papers at HLT-NAACL 2004.
Refbacks
- There are currently no refbacks.