Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Identifying Reference Spans: Topic Modeling and Word Embeddings help IR   The CL-SciSumm 2016 shared task introduced an interesting problem: given a
document D and a piece of text that cites D, how do we identify the text spans
of D being referenced by the piece of text? The shared task provided the first
annotated dataset for studying this problem. We present an analysis of our
continued work in improving our system's performance on this task. We
demonstrate how topic models and word embeddings can be used to surpass the
previously best performing system.

17
The categories of this paper are: q-fin
10
The categories of this paper are: q-bio
36
The categories of this paper are: cmp-lg
9
The categories of this paper are: nlin
25
The categories of this paper are: patt-sol
28
The categories of this paper are: alg-geom
15
The categories of this paper are: nucl-ex
16
The categories of this paper are: stat
23
The categories of this paper are: solv-int
8
The categories of this paper are: hep-ex
18
The categories of this paper are: econ
21
The categories of this paper are: adap-org
37
The categories of this paper are: supr-con
33
The categories of this paper are: plasm-ph
13
The categories of this paper are: quant-ph
2
The categories of this paper are: math