1. LDA

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    2. A Study of Academic Collaborations in Computational Linguistics using a Latent Mixture of Authors Model

      ... each topic, as in regular LDA, as well as a distribution over topics for each author. Alternatively, Labeled LDA (Ramage et al., 2009), another LDA variation, offers us the ability to directly model authors as topics by...
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      Discourse, Entailment, Machine Translation, NER, Parsing, Segmentation, Semantic, Sentiment, Summarization, WSD