Parsa Ghaffari

Data Selection Strategies for Multi-Domain Sentiment Analysis

2017 · arXiv (Cornell University)

Domain adaptation is important in sentiment analysis as sentiment-indicating words vary between domains. Recently, multi-domain adaptation has become more pervasive, but existing approaches train on all available source domains including dissimilar ones. However, the selection …

Towards a continuous modeling of natural language domains

2016 · arXiv (Cornell University)

Humans continuously adapt their style and language to a variety of domains. However, a reliable definition of `domain' has eluded researchers thus far. Additionally, the notion of discrete domains stands in contrast to the multiplicity …