Multi-Domain Sentiment
Introduced by Blitzer et al. in Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
The Multi-Domain Sentiment Dataset contains product reviews taken from Amazon.com from many product types (domains). Some domains (books and dvds) have hundreds of thousands of reviews. Others (musical instruments) have only a few hundred. Reviews contain star ratings (1 to 5 stars) that can be converted into binary labels if needed.
Source: Multi-Domain Sentiment Dataset (version 2.0)Benchmarks
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Multi-Domain Sentiment Dataset
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UDALM: Unsupervised Domain Adaptation through Language Modeling
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Papers
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