Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Diachronic Analysis of German Parliamentary Proceedings: Ideological
  Shifts through the Lens of Political Biases   We analyze bias in historical corpora as encoded in diachronic distributional
semantic models by focusing on two specific forms of bias, namely a political
(i.e., anti-communism) and racist (i.e., antisemitism) one. For this, we use a
new corpus of German parliamentary proceedings, DeuPARL, spanning the period
1867--2020. We complement this analysis of historical biases in diachronic word
embeddings with a novel measure of bias on the basis of term co-occurrences and
graph-based label propagation. The results of our bias measurements align with
commonly perceived historical trends of antisemitic and anti-communist biases
in German politics in different time periods, thus indicating the viability of
analyzing historical bias trends using semantic spaces induced from historical
corpora.

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The categories of this paper are: physics
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The categories of this paper are: patt-sol
36
The categories of this paper are: cmp-lg
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The categories of this paper are: bayes-an
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The categories of this paper are: q-fin
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The categories of this paper are: atom-ph
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The categories of this paper are: supr-con
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The categories of this paper are: chem-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: hep-th
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The categories of this paper are: adap-org
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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: eess
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The categories of this paper are: nlin
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The categories of this paper are: funct-an