Missing data is a large-scale challenge to research and investigate. It reduces the statistical power produces negative consequences that may introduce selection bias on data. Many approaches handle this problem have been introduced. The main suggested are either missing values be ignored (removed) or imputed (filled in) with new values. This paper uses second method. Possible worlds possible c...

The task of multi-turn text-to-SQL semantic parsing aims to translate natural language utterances in an interaction into SQL queries order answer them using a database which normally contains multiple table schemas. Previous studies on this usually utilized contextual information enrich utterance representations and further influence the decoding process. While they ignored describe track state...

The standard quantum limit (SQL) of a classical mechanical force detection results from back action perturbing evolution system. In this paper we show that usage multidimensional optical transducer may enable broadband evading measurement. We study theoretically corresponding technique measurement resonant signal acting on linear oscillator coupled to generic system with three modes separation ...