Leveraging auxiliary tasks for document-level cross-domain sentiment classification
In this paper, we study domain adaptationwith a state-of-the-art hierarchicalneural network for document-level sentimentclassification. We first design a newauxiliary task based on sentiment scoresof domain-independent words. We thenpropose two neural network architecturesto respectively induce docu...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2017
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3902 https://ink.library.smu.edu.sg/context/sis_research/article/4904/viewcontent/I17_1066.pdf |
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| Institution: | Singapore Management University |
| Language: | English |