Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Cross-Domain Ambiguity Detection using Linear Transformation of Word
  Embedding Spaces   The requirements engineering process is a crucial stage of the software
development life cycle. It involves various stakeholders from different
professional backgrounds, particularly in the requirements elicitation phase.
Each stakeholder carries distinct domain knowledge, causing them to differently
interpret certain words, leading to cross-domain ambiguity. This can result in
misunderstanding amongst them and jeopardize the entire project. This paper
proposes a natural language processing approach to find potentially ambiguous
words for a given set of domains. The idea is to apply linear transformations
on word embedding models trained on different domain corpora, to bring them
into a unified embedding space. The approach then finds words with divergent
embeddings as they signify a variation in the meaning across the domains. It
can help a requirements analyst in preventing misunderstandings during
elicitation interviews and meetings by defining a set of potentially ambiguous
terms in advance. The paper also discusses certain problems with the existing
approaches and discusses how the proposed approach resolves them.

6
The categories of this paper are: astro-ph
2
The categories of this paper are: math
31
The categories of this paper are: ao-sci
23
The categories of this paper are: solv-int
4
The categories of this paper are: cond-mat
28
The categories of this paper are: alg-geom
21
The categories of this paper are: adap-org
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The categories of this paper are: eess
18
The categories of this paper are: econ
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The categories of this paper are: nlin
22
The categories of this paper are: chao-dyn
30
The categories of this paper are: q-alg
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
32
The categories of this paper are: atom-ph
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The categories of this paper are: mtrl-th