Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context
  in Morphology   This paper presents the submission by the CMU-01 team to the SIGMORPHON 2019
task 2 of Morphological Analysis and Lemmatization in Context. This task
requires us to produce the lemma and morpho-syntactic description of each token
in a sequence, for 107 treebanks. We approach this task with a hierarchical
neural conditional random field (CRF) model which predicts each coarse-grained
feature (eg. POS, Case, etc.) independently. However, most treebanks are
under-resourced, thus making it challenging to train deep neural models for
them. Hence, we propose a multi-lingual transfer training regime where we
transfer from multiple related languages that share similar typology.

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The categories of this paper are: comp-gas
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The categories of this paper are: gr-qc
9
The categories of this paper are: nlin
2
The categories of this paper are: math
0
The categories of this paper are: hep-ph
36
The categories of this paper are: cmp-lg
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The categories of this paper are: q-alg
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The categories of this paper are: chem-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: acc-phys
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The categories of this paper are: adap-org
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The categories of this paper are: atom-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: mtrl-th
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The categories of this paper are: econ
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The categories of this paper are: hep-lat