2004 TextRank

• (Mihalcea & Tarau, 2004) ⇒ Rada Mihalcea, and Paul Tarau. (2004). “TextRank: Bringing Order into Texts.” In: Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing (EMNLP 2004).

Subject Headings TextRank Algorithm.

Notes

• It proposes a graph-based ranking algorithm that ranks keyphrases in an unsupervised way according to concurrences links between words. (Tozur & Rappoport, 2009)

Cited By

• ~304 http://scholar.google.com/scholar?q=%22TextRank%3A+Bringing+order+into+texts%22+2004

2006

• (Agirre et al., 2006) ⇒ Eneko Agirre, David Martínez, Oier Lopez de Lacalle, Aitor Soroa. (2006). “Two Graph-based Algorithms for State-of-the-Art WSD.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2006).
  • QUOTE: Graph-based methods have gained attention in several areas of NLP, including knowledge-based WSD (Mihalcea, 2005; Navigli and Velardi, 2005) and summarization (Erkan and Radev, 2004; Mihalcea and Tarau, 2004).

Quotes

Abstract

In this paper, we introduce TextRank - a graph-based ranking model for text processing, and show how this model can be successfully used in natural language applications. In particular, we propose two innovative unsupervised methods for keyword and sentence extraction, and show that the results obtained compare favorably with previously published results on established benchmarks.

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2004 TextRank	Rada Mihalcea Paul Tarau			TextRank: Bringing Order into Texts			http://acl.ldc.upenn.edu/acl2004/emnlp/pdf/Mihalcea.pdf