TY - GEN
T1 - Exploring the relevance of bilingual morph-units in automatic induction of translation templates
AU - Mahesh, Kavitha Karimbi
AU - Gomes, Luís
AU - Lopes, José Gabriel Pereira
N1 - K. M. Kavitha and Lúıs Gomes acknowledge the Research Fellowship by FCT/MCTES with Ref. nos., SFRH/BD/64371/2009 and SFRH/BD/ 65059/2009, respectively, and the funded research project ISTRION (Ref. PTDC/EIA-EIA/114521/2009) that provided other means for the research carried out. The authors thank NOVA LINCS, FCT/UNL for the support and SJEC for the partial financial assistance provided.
PY - 2018/1/1
Y1 - 2018/1/1
N2 - To tackle the problem of out-of-vocabulary (OOV) words and improve bilingual lexicon coverage, the relevance of bilingual morph-units is explored in inducing translation patterns considering unigram to n-gram and n-gram to unigram translations. The approach relies on induction of translation templates using bilingual stems learnt from automatically acquired bilingual translation lexicons. By generalising the templates using bilingual suffix clusters, new translations are automatically suggested.
AB - To tackle the problem of out-of-vocabulary (OOV) words and improve bilingual lexicon coverage, the relevance of bilingual morph-units is explored in inducing translation patterns considering unigram to n-gram and n-gram to unigram translations. The approach relies on induction of translation templates using bilingual stems learnt from automatically acquired bilingual translation lexicons. By generalising the templates using bilingual suffix clusters, new translations are automatically suggested.
UR - http://www.scopus.com/inward/record.url?scp=85057120696&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-03928-8_34
DO - 10.1007/978-3-030-03928-8_34
M3 - Conference contribution
AN - SCOPUS:85057120696
SN - 978-3-030-03927-1
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 417
EP - 429
BT - Advances in Artificial Intelligence – IBERAMIA 2018 - 16th Ibero-American Conference on AI, Proceedings
A2 - Fermé, Eduardo
A2 - Simari, Guillermo R.
A2 - Gutiérrez Segura, Flabio
A2 - Rodríguez Melquiades, José Antonio
PB - Springer Verlag
CY - Cham
T2 - 16th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2018
Y2 - 13 November 2018 through 16 November 2018
ER -