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Posterior-Viterbi, exploits the posterior probabilities and at the same time preserves the grammatical constraint.
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Black writers have relied on poetry for creative self-expression for centuries, challenging the structural and grammatical constraints of traditional prose.
A unified and coherent account emerges of how complexity theory can probe the information-processing structure of grammars, discovering why a grammar is easy or difficult to process and suggesting where to look for additional grammatical constraints.
Most of his research concentrates on the cross-linguistic grammatical constraints on ellipsis, cases in which the form seems to underdetermine the perceived (and intended) meaning.
In this paper we also test the GRHCRFs on a real biological problem that require grammatical constraints: the prediction of the topology of Prokaryotic outer-membrane proteins.
In addition, language-specific data, such as bilingual dictionaries, or assumptions about grammatical constraints on words that are translational equivalents can be used in the alignment process[ 17].
When applied to this biosequence analysis problem we show that GRHCRFs perform similarly or better than the corresponding CRFs and HMMs indicating that GRHCRFs can be profitably applied when a discriminative problem requires grammatical constraints.
Transmembrane proteins can be predicted by applying a transmembrane hidden Markov model (tmHMM) that incorporates the hydrophobicity, charge bias, helix lengths and grammatical constraints of known transmembrane proteins into one model [ 35].
Explanations of such facts appeal to nonobvious grammatical structure, and constraints on natural language transformations.
In written language, information is encoded by the concatenation of basic symbols under grammatical and semantic constraints.
Written human languages encode information in the form of word sequences, which are assembled under grammatical and semantic constraints that create organized patterns.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com