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On the Inference of Context-Free Grammars Based On Bottom-Up Parsing and Search

Authors: Gend Lal Prajapati; Aditya Jain; Mayank Khandelwal; Pooja Nema; Priyanka Shukla;

On the Inference of Context-Free Grammars Based On Bottom-Up Parsing and Search

Abstract

We consider the problem of incremental learning of context-free grammars, using inductive CYK (Cocke-YoungerKasami) algorithm [4], based on the non-deterministic learning scheme proposed by Nakamura and Matsumoto in 2005 [1]. We implement their learning scheme deterministically and illustrate several examples in order to understand the incremental learning process efficiently. On the basis of this study we also point out some lines of research for possible enhancements.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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