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Paraphrase Identification of Malayalam Sentences - an Experience
Sentences with different structures may convey the same meaning. Identification of sentences with paraphrases plays an important role in text related research and applications. This work focus on the statistical measures and semantic analysis of malayalam sentences to detect the paraphrases. The sta...
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| Format: | Printed Book |
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2013 Fifth International Conference on Advanced Computing (ICoAC)
2013
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| Online Access: | http://10.26.1.76/ks/007232.pdf |
| Summary: | Sentences with different structures may convey the
same meaning. Identification of sentences with paraphrases plays
an important role in text related research and applications. This
work focus on the statistical measures and semantic analysis of
malayalam sentences to detect the paraphrases. The statistical
similarity measures between sentences, based on symbolic
characteristics and structural information, could measure the
similarity between sentences without any prior knowledge but
only on the statistical information of sentences. The semantic
representation of Universal Networking Language(UNL),
represents only the inherent meaning in a sentence without any
syntactic details. Thus, comparing the UNL graphs of two
sentences can give an insight into how semantically similar the
two sentences are. Combination of statistical similarity and
semantic similarity score results the overall similarity score. This
is the first attempt towards paraphrases of malayalam sentences. |
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