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Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning
We investigate different levels and types of supervision (learning from linguistic examples vs. learning from a given set of metaphorical mappings vs. learning without annotation) in flat and hierarchical, unconstrained and constrained clustering settings.
Psychologically Motivated Text Mining
Natural language processing techniques are increasingly applied to identify social trends and predict behavior based on large text collections.
Detecting Cross-Cultural Differences Using a Multilingual Topic Model
Understanding cross-cultural differences has important implications for world affairs and many aspects of the life of society.
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