A Canonical Semi-Deterministic Transducer

被引:0
|
作者
Beros, Achilles A. [1 ]
de la Higuera, Colin [2 ]
机构
[1] Univ Hawaii Manoa, Dept Math, 2565 McCarthy Mall,Keller Hall 401A, Honolulu, HI 96822 USA
[2] Univ Nantes, Lab Informat Nantes Atlantique, 2 Rue Houssiniere BP 92208, F-44322 Nantes 03, France
关键词
Grammatical Inference; Semi-Deterministic Transducers; FINITE-STATE TRANSDUCERS; SUBSEQUENTIAL TRANSDUCERS; MACHINE TRANSLATION; LANGUAGE; IDENTIFICATION; COMPLEXITY; INFERENCE; GRAMMARS;
D O I
10.3233/FI-2016-1394
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We prove the existence of a canonical form for semi-deterministic transducers with sets of pairwise incomparable output strings. Based on this, we develop an algorithm which learns semi-deterministic transducers given access to translation queries. We also prove that there is no learning algorithm for semi-deterministic transducers that uses only domain knowledge.
引用
收藏
页码:431 / 459
页数:29
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