Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Gmail Smart Compose: Real-Time Assisted Writing   In this paper, we present Smart Compose, a novel system for generating
interactive, real-time suggestions in Gmail that assists users in writing mails
by reducing repetitive typing. In the design and deployment of such a
large-scale and complicated system, we faced several challenges including model
selection, performance evaluation, serving and other practical issues. At the
core of Smart Compose is a large-scale neural language model. We leveraged
state-of-the-art machine learning techniques for language model training which
enabled high-quality suggestion prediction, and constructed novel serving
infrastructure for high-throughput and real-time inference. Experimental
results show the effectiveness of our proposed system design and deployment
approach. This system is currently being served in Gmail.

23
The categories of this paper are: solv-int
19
The categories of this paper are: eess
10
The categories of this paper are: q-bio
12
The categories of this paper are: nucl-th
30
The categories of this paper are: q-alg
6
The categories of this paper are: astro-ph
13
The categories of this paper are: quant-ph
18
The categories of this paper are: econ
11
The categories of this paper are: hep-lat
20
The categories of this paper are: acc-phys
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
25
The categories of this paper are: patt-sol
26
The categories of this paper are: bayes-an
2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn