CHINESE QUESTION SIMILARITY CALCULATION BASED ON WORD SENSE DISAMBIGUATION

被引：0

作者：

Pang, Xiu-Ling ^{[1
]}

Jia, Ke-Liang ^{[2
]}

机构：

[1] Weifang Univ, Dept Educ Sci & Technol, Weifang, Peoples R China

[2] Shandong Econom Univ, Sch Informat Management, Jinan, Peoples R China

来源：

PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6 | 2009年

关键词：

Semantic similarity; Chinese question; Word sense disambiguation; HowNet;

D O I：

10.1109/ICMLC.2009.5212184

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The sentence similarity computation plays an significant role in the fields of Chinese Language Processing. The paper presents a new approach to calculate the Chinese question semantic similarity, which is divided into two steps: the first step is to disambiguate the word sense in the question, and the second step is to compute the question semantic similarity based on the word sense. This paper uses HowNet to disambiguate the word sense and to calculate the sense similarity. The experimental results show that the proposed algorithm worked more reasonable in the real calculation and out-performs the conventional computed approaches.

引用

页码：2217 / +

页数：2

共 50 条

[21] Chinese Word Sense Disambiguation Using a LSTM
Sun, Xue-Ren
Lv, Shao-He
Wang, Xiao-Dong
Wang, Dong
4TH ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS (ITA 2017), 2017, 12
[22] Unsupervised graph-based word sense disambiguation using measures of word semantic similarity
Sinha, Ravi
Mihalcea, Rada
ICSC 2007: INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, PROCEEDINGS, 2007, : 363 - +
[23] Deep Chinese Word Sense Disambiguation Method Based on Sequence to Sequence
Tang Shancheng
Ma Fuyu
Chen Xiongxiong
Zhang Puyue
2018 INTERNATIONAL CONFERENCE ON SENSOR NETWORKS AND SIGNAL PROCESSING (SNSP 2018), 2018, : 498 - 503
[24] Graph Based Word Sense Disambiguation
Koppula, Neeraja
Rani, B. Padmaja
Rao, Koppula Srinivas
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS, ICCII 2016, 2017, 507 : 665 - 670
[25] WordNet Based Word Sense Disambiguation
Sieminski, Andrzej
COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT II: THIRD INTERNATIONAL CONFERENCE, ICCCI 2011, 2011, 6923 : 405 - 414
[26] Correlation Based Word Sense Disambiguation
Agarwal, Madhavi
Bajpai, Jyoti
2014 SEVENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2014, : 382 - 386
[27] Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation
Wang, Tong
Hirst, Graeme
PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2, 2014, : 531 - 537
[28] Word Sense Disambiguation with a Similarity-Smoothed Case Library
Dekang Lin
Computers and the Humanities, 2000, 34 : 147 - 152
[29] Word sense disambiguation with a similarity-smoothed case library
Lin, D
COMPUTERS AND THE HUMANITIES, 2000, 34 (1-2): : 147 - 152
[30] Attribute knowledge mining for Chinese word sense disambiguation
Duan, Jianyong
Fu, Yao
Li, Xia
PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING, 2015, : 73 - 77

← 1 2 3 4 5 →