2012 Fiscal Year Final Research Report
Research of Semantic Category Prediction of Extremely Rare Words and It's Application
| Project/Area Number |
22500126
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (C)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Intelligent informatics
|
|---|
| Research Institution | Kanazawa University |
|---|
Principal Investigator |
SATOU Kenji 金沢大学, 電子情報学系, 教授 (10215783)
|
|---|
| Project Period (FY) |
2010 – 2012
|
| Keywords | 人工知能 / 自然言語処理 / 画像 / 文章 / 音声等認識 |
|---|
| Research Abstract |
Since an extremely rare word or a newly coined word is not in any dictionary and occurs only in a few sentences, it is difficult to computationally infer the semantic category of such a word. However, in humans’ daily communication, such an inference is naturally done from only a few sentences. In this study, it is shown that by using various information about sentence structure and modifier-modificand relationships, a semantic category of an extremely rare word could be inferred computationally.
|
-
[Journal Article] IMPACT: A Novel Clustering Algorithm based on Attraction2012
Author(s)
Tran,V.A., Clemente,J.C., Nguyen,D.T., Li,J., Dang,X.T., Le,T.T.K., Nguyen,T.L.A., Saethang,T., Kubo,M., Yamada,Y., Satou,K
-
Journal Title
Journal of Computers
Volume: Vol.7, No.3
Pages: 653-665
DOI
Peer Reviewed
-
-
-
