628 search results - page 58 / 126 » Latent Semantic Kernels |
125
Voted
CICLING
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. The need of the current Natural Language Processing applications to identify text segments that express the same meaning in different ways, evolved into the identificatio...
106
Voted
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
In this paper, the task of text segmentation is approached from a topic modeling perspective. We investigate the use of latent Dirichlet allocation (LDA) topic model to segment a ...
EMNLP
2008
15 years 2 months ago
2008
How can the development of ideas in a scientific field be studied over time? We apply unsupervised topic modeling to the ACL Anthology to analyze historical trends in the field of...
118
Voted
NAACL
2010
14 years 10 months ago
2010
In this paper we investigate how to identify initiation-response pairs in asynchronous, multi-threaded, multi-party conversations. We formulate the task of identifying initiation-...
111
Voted
ICMLA
2008
15 years 2 months ago
2008
Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...