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» Best Topic Word Selection for Topic Labelling
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COLING
2010
12 years 11 months ago
Best Topic Word Selection for Topic Labelling
This paper presents the novel task of best topic word selection, that is the selection of the topic word that is the best label for a given topic, as a means of enhancing the inte...
Jey Han Lau, David Newman, Sarvnaz Karimi, Timothy...
COLING
1996
13 years 5 months ago
Modeling Topic Coherence for Speech Recognition
Statistical language models play a major role in current speech recognition systems. Most of these models have focussed on relatively local interactions between words. Recently, h...
Satoshi Sekine
CIKM
2007
Springer
13 years 10 months ago
Comments-oriented blog summarization by sentence extraction
Much existing research on blogs focused on posts only, ignoring their comments. Our user study conducted on summarizing blog posts, however, showed that reading comments does chan...
Meishan Hu, Aixin Sun, Ee-Peng Lim
KDD
2007
ACM
206views Data Mining» more  KDD 2007»
14 years 4 months ago
Automatic labeling of multinomial topic models
Multinomial distributions over words are frequently used to model topics in text collections. A common, major challenge in applying all such topic models to any text mining proble...
Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai