Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Second-order Co-occurrence Sensitivity of Skip-Gram with Negative
  Sampling   We simulate first- and second-order context overlap and show that Skip-Gram
with Negative Sampling is similar to Singular Value Decomposition in capturing
second-order co-occurrence information, while Pointwise Mutual Information is
agnostic to it. We support the results with an empirical study finding that the
models react differently when provided with additional second-order
information. Our findings reveal a basic property of Skip-Gram with Negative
Sampling and point towards an explanation of its success on a variety of tasks.

31
The categories of this paper are: ao-sci
29
The categories of this paper are: funct-an
6
The categories of this paper are: astro-ph
28
The categories of this paper are: alg-geom
35
The categories of this paper are: mtrl-th
9
The categories of this paper are: nlin
19
The categories of this paper are: eess
32
The categories of this paper are: atom-ph
10
The categories of this paper are: q-bio
7
The categories of this paper are: hep-th
18
The categories of this paper are: econ
27
The categories of this paper are: comp-gas
5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
30
The categories of this paper are: q-alg
25
The categories of this paper are: patt-sol