A semi-supervised key phrase extraction approach: Learning from title phrases through a document semantic network

ACL 2010 - 48th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Volumn , Issue , 2010, Pages 296-300

  Li, Decong ^a   Li, Sujian ^a   Li, Wenjie ^b   Wang, Wei ^a   Qu, Weiguang ^c  

^a PEKING UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c NANJING NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY RELATIONSHIPS; DOCUMENT SEMANTICS; KEY-PHRASE; SEMANTIC NETWORK; SEMI-SUPERVISED; WIKIPEDIA;

SEMANTICS;

COMPUTATIONAL LINGUISTICS;

EID: 84859980557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. David Milne, Ian H. Witten. 2008. An Effective, Low-Cost Measure of Semantic Relatedness Obtained from Wikipedia Links. In Wikipedia and AI workshop at the AAAI-08 Conference, Chicago, US.
2. Dengyong Zhou, Jiayuan Huang and Bernhard Schölkopf. 2005. Beyond Pairwise Classification and Clustering Using Hypergraphs. MPI Technical Report, Tübingen, Germany.
3. Denis Turdakov and Pavel Velikhov. 2008. Semantic relatedness metric for wikipedia concepts based on link analysis and its application to word sense disambiguation. In Colloquium on Databases and Information Systems (SYRCoDIS).
4. Ian H. Witten, Gordon W. Paynter, Eibe Frank , Carl Gutwin , Craig G. Nevill-Manning. 1999. KEA: practical automatic keyphrase extraction, In Proceedings of the fourth ACM conference on Digital libraries, pp.254-255, California, USA.
5. Jahna Otterbacher, Gunes Erkan and Dragomir R. Radev. 2005. Using Random Walks for Question-focused Sentence Retrieval. In Proceedings of HLT/EMNLP 2005, pp. 915-922, Vancouver, Canada.
6. Maria Grineva, Maxim Grinev and Dmitry Lizorkin. 2009. Extracting key terms from noisy and multitheme documents, In Proceedings of the 18th international conference on World wide web, pp. 661-670, Madrid, Spain.
7. Michael Strube and Simone Paolo Ponzetto. 2006.WikiRelate! Computing Semantic Relatedness using Wikipedia. In Proceedings of the 21st National Conference on Artificial Intelligence, pp. 1419-1424, Boston, MA.
8. M. E. J. Newman. 2004. Analysis of Weighted Networks. Physical Review E 70, 056131.