Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Don't Just Scratch the Surface: Enhancing Word Representations for
  Korean with Hanja   We propose a simple yet effective approach for improving Korean word
representations using additional linguistic annotation (i.e. Hanja). We employ
cross-lingual transfer learning in training word representations by leveraging
the fact that Hanja is closely related to Chinese. We evaluate the intrinsic
quality of representations learned through our approach using the word analogy
and similarity tests. In addition, we demonstrate their effectiveness on
several downstream tasks, including a novel Korean news headline generation
task.

30
The categories of this paper are: q-alg
27
The categories of this paper are: comp-gas
24
The categories of this paper are: dg-ga
23
The categories of this paper are: solv-int
7
The categories of this paper are: hep-th
22
The categories of this paper are: chao-dyn
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
13
The categories of this paper are: quant-ph
21
The categories of this paper are: adap-org
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The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
29
The categories of this paper are: funct-an
9
The categories of this paper are: nlin
14
The categories of this paper are: math-ph
0
The categories of this paper are: hep-ph