A term weighting method based on lexical chain for automatic summarization

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Abstract

We suggest a new term weighting method based on lexical cohesion in a text. To compute cohesion, we use lexical chain with a new lexical chain disambiguation method considering association between words and characteristics of WordNet. In our experiment, the methods show a better result than traditional term weighting methods such as tf and tf.idf. © Springer-Verlag 2004.

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Song, Y. I., Han, K. S., & Rim, H. C. (2004). A term weighting method based on lexical chain for automatic summarization. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2945, 636–639. https://doi.org/10.1007/978-3-540-24630-5_78

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