TY - GEN
T1 - SEERLAB
T2 - 5th International Workshop on Semantic Evaluation, SemEval 2010
AU - Treeratpituk, Pucktada
AU - Teregowda, Pradeep
AU - Huang, Jian
AU - Giles, C. Lee
N1 - Publisher Copyright:
© 2010 Association for Computational Linguistics.
PY - 2010
Y1 - 2010
N2 - We describe the SEERLAB system that participated in the SemEval 2010's Keyphrase Extraction Task. SEERLAB utilizes the DBLP corpus for generating a set of candidate keyphrases from a document. Random Forest, a supervised ensemble classifier, is then used to select the top keyphrases from the candidate set. SEERLAB achieved a 0.24 F-score in generating the top 15 keyphrases, which places it sixth among 19 participating systems. Additionally, SEERLAB performed particularly well in generating the top 5 keyphrases with an F-score that ranked third.
AB - We describe the SEERLAB system that participated in the SemEval 2010's Keyphrase Extraction Task. SEERLAB utilizes the DBLP corpus for generating a set of candidate keyphrases from a document. Random Forest, a supervised ensemble classifier, is then used to select the top keyphrases from the candidate set. SEERLAB achieved a 0.24 F-score in generating the top 15 keyphrases, which places it sixth among 19 participating systems. Additionally, SEERLAB performed particularly well in generating the top 5 keyphrases with an F-score that ranked third.
UR - http://www.scopus.com/inward/record.url?scp=84962583571&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84962583571&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84962583571
T3 - ACL 2010 - SemEval 2010 - 5th International Workshop on Semantic Evaluation, Proceedings
SP - 182
EP - 185
BT - ACL 2010 - SemEval 2010 - 5th International Workshop on Semantic Evaluation, Proceedings
PB - Association for Computational Linguistics (ACL)
Y2 - 15 July 2010 through 16 July 2010
ER -