Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Acrostic Poem Generation   We propose a new task in the area of computational creativity: acrostic poem
generation in English. Acrostic poems are poems that contain a hidden message;
typically, the first letter of each line spells out a word or short phrase. We
define the task as a generation task with multiple constraints: given an input
word, 1) the initial letters of each line should spell out the provided word,
2) the poem's semantics should also relate to it, and 3) the poem should
conform to a rhyming scheme. We further provide a baseline model for the task,
which consists of a conditional neural language model in combination with a
neural rhyming model. Since no dedicated datasets for acrostic poem generation
exist, we create training data for our task by first training a separate topic
prediction model on a small set of topic-annotated poems and then predicting
topics for additional poems. Our experiments show that the acrostic poems
generated by our baseline are received well by humans and do not lose much
quality due to the additional constraints. Last, we confirm that poems
generated by our model are indeed closely related to the provided prompts, and
that pretraining on Wikipedia can boost performance.

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The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex
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The categories of this paper are: funct-an
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The categories of this paper are: dg-ga
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The categories of this paper are: quant-ph
4
The categories of this paper are: cond-mat
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The categories of this paper are: mtrl-th
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The categories of this paper are: cmp-lg
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The categories of this paper are: hep-th
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The categories of this paper are: supr-con
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The categories of this paper are: nlin
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The categories of this paper are: adap-org
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The categories of this paper are: hep-lat
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The categories of this paper are: nucl-th
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The categories of this paper are: patt-sol
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The categories of this paper are: math-ph