Using Semantic Prototypes for Discourse Status Classification

被引：0

作者：

Collovini, Sandra ^{[1
]}

Ribeiro, Luiz Carlos, Jr. ^{[1
]}

Goncalves, Patricia Nunes ^{[1
]}

Muller, Vinicius ^{[2
]}

Vieira, Renata ^{[1
]}

机构：

[1] Pontificia Univ Rio Grande Sul, Porto Alegre, RS, Brazil

[2] Univ Vale Rio Dos Sinos, Sao Leopoldo, Brazil

来源：

COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROCEEDINGS | 2008年 / 5190卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Discourse status is related to different aspects of entity mention in the discourse, such as whether they are first or subsequently mentioned and on what grounds. This paper presents the evaluation of semantic prototype as input feature for discourse status classification considering Decision Trees as machine learning algorithm. We show that the semantic prototypes improves classification of two specially difficult and scarce classes.

引用

页码：236 / +

页数：2

共 50 条

[41] ABSTRACTION OF PROTOTYPES IN CLASSIFICATION BY CHILDREN AND ADULTS
TAPLIN, JE
AUSTIN, A
AUSTRALIAN PSYCHOLOGIST, 1979, 14 (02) : 194 - 194
[42] Building Prototypes Aggregating Musicological Datasets on the Semantic Web
Nurmikko-Fuller, Terhi
Bangert, Daniel
Dix, Alan
Weigl, David
Page, Kevin
BIBLIOTHEK FORSCHUNG UND PRAXIS, 2018, 42 (02) : 206 - 221
[43] Contrasting prototypes and dimensions in the classification of personality pathology: evidence that dimensions, but not prototypes, are robust
Eaton, N. R.
Krueger, R. F.
South, S. C.
Simms, L. J.
Clark, L. A.
PSYCHOLOGICAL MEDICINE, 2011, 41 (06) : 1151 - 1163
[44] The Future of the Semantic Web: Prototypes on a Global Distributed Filesystem
Cochez, Michael
Hueser, Dominik
Decker, Stefan
2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), 2017, : 1997 - 2006
[45] Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes
Xu, Xinzhou
Deng, Jun
Cummins, Nicholas
Zhang, Zixing
Zhao, Li
Schuller, Bjoern W.
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 24 : 2752 - 2765
[46] Bias in semantic and discourse interpretation
Nicholas Asher
Julie Hunter
Soumya Paul
Linguistics and Philosophy, 2022, 45 : 393 - 429
[47] DISCOURSE GROUPS AND SEMANTIC GROUPS
REED, AM
ESCOL 88 : PROCEEDINGS OF THE FIFTH EASTERN STATES CONFERENCE ON LINGUISTICS, 1989, : 416 - 427
[48] Bias in semantic and discourse interpretation
Asher, Nicholas
Hunter, Julie
Paul, Soumya
LINGUISTICS AND PHILOSOPHY, 2022, 45 (03) : 393 - 429
[49] Using a Discourse Task to Explore Semantic Ability in Persons With Cognitive Impairment
Antonsson, Malin
Lundholm Fors, Kristina
Eckerstrom, Marie
Kokkinakis, Dimitrios
FRONTIERS IN AGING NEUROSCIENCE, 2021, 12
[50] USING SEMANTIC MAPPING AFTER READING TO ORGANIZE AND WRITE ORIGINAL DISCOURSE
SINATRA, R
STAHLGEMAKE, J
MORGAN, NW
JOURNAL OF READING, 1986, 30 (01): : 4 - 13

← 1 2 3 4 5 →