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Text-Aware Graph Embeddings for Donation Behavior Prediction
Predicting user behavior is essential for a large number of applications including recommender and dialog systems, and more broadly in domains such as healthcare, education, and economics.
We Are in This Together: Quantifying Community Subjective Wellbeing and Resilience
Notably, we find that communities that talked more about social ties normally experienced in-person, such as friends, family, and affiliations, were actually more likely to be impacted.
Room to Grow: Understanding Personal Characteristics Behind Self Improvement Using Social Media
Many people aim for change, but not everyone succeeds.
Cruciform: Solving Crosswords with Natural Language Processing
We describe the results of several of our experiments with the system.
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