- The linear classifier use the perceptron method.
- The summarizer uses its past experiences to select the best summarizing method.
The webpage: http://texlexan.sourceforge.net
Development under Linux
The webpage: http://texlexan.sourceforge.net
The deadwood expressions and some adverbs fill the text of unnecessary words. They can be removed without a significant lost of information. Sentences between brackets provide some extra information / explanations; but the redundancy they give are not necessary in a summary.
- The next version of the summarizer TexLexan will include a function to replace the dead wood expressions with single word or simplified expressions. The result will not extraordinary in term of compression (about 5 to 10%) but will make the summaries easier to read.
- The sentences between brackets will be suppressed too.
- Some combinations of adverbs or adjectives will simplified. For instance, the adverb 'very' can be often omited without changing the meaning of a sentence.
It's now possible to summarize a web page with TexLexAn (Linux/FreeBSD).
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