Modifying genetic algorithm by dynamic memory and solution reconstructing mechanism for selectivity control of chemical sensors
Sign Up to like & getrecommendations! Published in 2021 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2021.104332
Abstract: Abstract Signals acquired from non-specific chemical sensors contain significant amount of irrelevant information regarding the targeted characteristics of the experimental analytes. Feature selection process weeds out the redundant information and supplies a dimensionally reduced informative… read more here.
Keywords: genetic algorithm; system; memory; dynamic memory ... See more keywords
Improving semantic coverage of data-to-text generation model using dynamic memory networks
Sign Up to like & getrecommendations! Published in 2023 at "Natural Language Engineering"
DOI: 10.1017/s1351324923000207
Abstract: This paper proposes a sequence-to-sequence model for data-to-text generation, called DM-NLG, to generate a natural language text from structured nonlinguistic input. Specifically, by adding a dynamic memory module to the attention-based sequence-to-sequence model, it can… read more here.
Keywords: dynamic memory; data text; model; text ... See more keywords