TY - GEN
T1 - Recognizing textual entailment with a semantic edit distance metric
AU - Rios, Miguel
AU - Gelbukh, Alexander
PY - 2012
Y1 - 2012
N2 - We present a Recognizing Textual Entailment(RTE) system based on different similarity metrics. The metricsused are string-based metrics and the Semantic Edit DistanceMetric, which is proposed in this paper to address limitationsof known semantic-based metrics and to support the decisionsmade by a simple method based on lexical similarity metrics.We add the scores of the metrics as features for a machinelearning algorithm. The performance of our system is comparablewith the average performance of the Recognizing TextualEntailment Challenges, though lower than that of the state-ofthe-art methods.
AB - We present a Recognizing Textual Entailment(RTE) system based on different similarity metrics. The metricsused are string-based metrics and the Semantic Edit DistanceMetric, which is proposed in this paper to address limitationsof known semantic-based metrics and to support the decisionsmade by a simple method based on lexical similarity metrics.We add the scores of the metrics as features for a machinelearning algorithm. The performance of our system is comparablewith the average performance of the Recognizing TextualEntailment Challenges, though lower than that of the state-ofthe-art methods.
KW - Natural Language Processing
KW - Recognizing Textual
UR - http://www.scopus.com/inward/record.url?scp=84872582160&partnerID=8YFLogxK
U2 - 10.1109/MICAI.2012.29
DO - 10.1109/MICAI.2012.29
M3 - Contribución a la conferencia
AN - SCOPUS:84872582160
SN - 9780769549040
T3 - Proceedings of Special Session - Revised Papers, 11th Mexican International Conference on Artificial Intelligence 2012: Advances in Artificial Intelligence and Applications, MICAI 2012
SP - 15
EP - 20
BT - Proceedings of Special Session - Revised Papers, 11th Mexican International Conference on Artificial Intelligence 2012
T2 - 11th Mexican International Conference on Artificial Intelligence 2012: Advances in Artificial Intelligence and Applications, MICAI 2012
Y2 - 27 October 2012 through 4 November 2012
ER -