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- 301 creator hiroyuki-shinnou.
- 301 creator minoru-sasaki.
- 301 type InProceedings.
- 301 label "Division of Example Sentences Based on the Meaning of a Target Word Using Semi-Supervised Clustering".
- 301 sameAs 301.
- 301 abstract "In this paper, we describe a system that divides example sentences (data set) into clusters, based on the meaning of the target word, using a semi-supervised clustering technique. In this task, the estimation of the cluster number (the number of the meaning) is critical. Our system primarily concentrates on this aspect. First, a user assigns the system an initial cluster number for the target word. The system then performs general clustering on the data set to obtain small clusters. Next, using constraints given by the user, the system integrates these clusters to obtain the final clustering result. Our system performs this entire procedure with high precision and requiring only a few constraints. In the experiment, we tested the system for 12 Japanese nouns used in the SENSEVAL2 Japanese dictionary task. The experiment proved the effectiveness of our system. In the future, we will improve sentence similarity measurements.".
- 301 hasAuthorList authorList.
- 301 hasTopic Linguistics.
- 301 isPartOf proceedings.
- 301 keyword "Corpus (creation, annotation, etc.)".
- 301 keyword "Tools, systems, applications".
- 301 keyword "Word Sense Disambiguation".
- 301 title "Division of Example Sentences Based on the Meaning of a Target Word Using Semi-Supervised Clustering".