TY - GEN
T1 - The strong, weak, and very weak finite context and kernel properties
AU - Kanazawa, Makoto
AU - Yoshinaka, Ryo
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - We identify the properties of context-free grammars that exactly correspond to the behavior of the dual and primal versions of Clark and Yoshinaka’s distributional learning algorithm and call them the very weak finite context/kernel property. We show that the very weak finite context property does not imply Yoshinaka’s weak finite context property, which has been assumed to hold of the target language for the dual algorithm to succeed. We also show that the weak finite context property is genuinely weaker than Clark’s strong finite context property, settling a question raised by Yoshinaka.
AB - We identify the properties of context-free grammars that exactly correspond to the behavior of the dual and primal versions of Clark and Yoshinaka’s distributional learning algorithm and call them the very weak finite context/kernel property. We show that the very weak finite context property does not imply Yoshinaka’s weak finite context property, which has been assumed to hold of the target language for the dual algorithm to succeed. We also show that the weak finite context property is genuinely weaker than Clark’s strong finite context property, settling a question raised by Yoshinaka.
KW - Context-free languages
KW - Distributional learning
KW - Finite context property
KW - Finite kernel property
KW - Grammatical inference and algorithmic learning
UR - http://www.scopus.com/inward/record.url?scp=85013388996&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85013388996&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-53733-7_5
DO - 10.1007/978-3-319-53733-7_5
M3 - Conference contribution
AN - SCOPUS:85013388996
SN - 9783319537320
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 77
EP - 88
BT - Language and Automata Theory and Applications - 11th International Conference, LATA 2017, Proceedings
A2 - Drewes, Frank
A2 - Martín-Vide, Carlos
A2 - Truthe, Bianca
PB - Springer Verlag
T2 - 11th International Conference on Language and Automata Theory and Applications, LATA 2017
Y2 - 6 March 2017 through 9 March 2017
ER -