Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation   Conducting a manual evaluation is considered an essential part of summary
evaluation methodology. Traditionally, the Pyramid protocol, which exhaustively
compares system summaries to references, has been perceived as very reliable,
providing objective scores. Yet, due to the high cost of the Pyramid method and
the required expertise, researchers resorted to cheaper and less thorough
manual evaluation methods, such as Responsiveness and pairwise comparison,
attainable via crowdsourcing. We revisit the Pyramid approach, proposing a
lightweight sampling-based version that is crowdsourcable. We analyze the
performance of our method in comparison to original expert-based Pyramid
evaluations, showing higher correlation relative to the common Responsiveness
method. We release our crowdsourced Summary-Content-Units, along with all
crowdsourcing scripts, for future evaluations.

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The categories of this paper are: dg-ga
33
The categories of this paper are: plasm-ph
28
The categories of this paper are: alg-geom
7
The categories of this paper are: hep-th
31
The categories of this paper are: ao-sci
19
The categories of this paper are: eess
16
The categories of this paper are: stat
12
The categories of this paper are: nucl-th
22
The categories of this paper are: chao-dyn
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The categories of this paper are: q-fin
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The categories of this paper are: bayes-an
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The categories of this paper are: quant-ph
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The categories of this paper are: nucl-ex
30
The categories of this paper are: q-alg
37
The categories of this paper are: supr-con
25
The categories of this paper are: patt-sol