Variations of the Similarity Function of TextRank for Automated Summarization

Code

• github.com/summanlp/textrank
  OfficialIn papernone★ 0
• github.com/WilliamKulp/textrank
  none★ 0
• github.com/jaumeCloquellCapo/text-summaritzation-textRank
  none★ 0
• github.com/ernestyalumni/MLgrabbag
  tf★ 0
• github.com/chalothon/textRank
  none★ 0
• github.com/ceshine/textrank_summary_benchmark
  tf★ 0
• github.com/thesohelshaikh/text-summarizer
  none★ 0
• github.com/rsreetech/TextSummarization
  none★ 0
• github.com/hermesfeet/summarize_text
  tf★ 0
• github.com/shivampanjeta/text-summarizer
  none★ 0

Abstract

This article presents new alternatives to the similarity function for the TextRank algorithm for automatic summarization of texts. We describe the generalities of the algorithm and the different functions we propose. Some of these variants achieve a significative improvement using the same metrics and dataset as the original publication.

Reproductions