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EMNLP
2009
13 years 6 months ago
Clustering to Find Exemplar Terms for Keyphrase Extraction
Keyphrases are widely used as a brief summary of documents. Since manual assignment is time-consuming, various unsupervised ranking methods based on importance scores are proposed...
Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun
CICLING
2009
Springer
14 years 8 months ago
Semantic Clustering for a Functional Text Classification Task
Abstract. We describe a semantic clustering method designed to address shortcomings in the common bag-of-words document representation for functional semantic classification tasks....
Thomas Lippincott, Rebecca J. Passonneau
ICDAR
2007
IEEE
14 years 4 days ago
Computer Assisted Transcription of Handwritten Text Images
To date, automatic handwring recognition systems are far from being perfect and heavy human intervention is often required to check and correct the results of such systems. In ord...
Alejandro Hector Toselli, Verónica Romero, ...
EMNLP
2008
13 years 9 months ago
Soft-Supervised Learning for Text Classification
We propose a new graph-based semisupervised learning (SSL) algorithm and demonstrate its application to document categorization. Each document is represented by a vertex within a ...
Amarnag Subramanya, Jeff Bilmes
LREC
2008
84views Education» more  LREC 2008»
13 years 9 months ago
Saxon: an Extensible Multimedia Annotator
This paper introduces Saxon, a rule based document annotator that is capable of processing and annotating several document formats and media, both within and across documents. Fur...
Mark A. Greenwood, José Iria, Fabio Ciraveg...