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Combining joint models for biomedical event extraction.Database of NIH grants using machine-learned categories and graphical clustering.CAEP 2015 Academic Symposium: Leadership within the emergency medicine academic community and beyond.Machine-learned and codified synthesis parameters of oxide materials.Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance SamplesEfficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceInformation extraction from research papers using conditional random fieldsEfficient clustering of high-dimensional data sets with application to reference matchingCompact Representation of Uncertainty in ClusteringInterNano: e-Science for the Nanomanufacturing CommunityBibliometric impact measures leveraging topic analysisEfficient methods for topic model inference on streaming document collectionsExpertise modeling for matching papers with reviewersMining a digital library for influential authorsMixtures of hierarchical topics with Pachinko allocationOrganizing the OCAPolylingual topic modelsTopic models for taxonomiesBit patterned media optimization at 1 Tdot/in2 by post-annealingEnergy and Policy Considerations for Deep Learning in NLPLinguistically-Informed Self-Attention for Semantic Role LabelingSearch-Guided, Lightly-Supervised Training of Structured Prediction Energy NetworksMAP Inference in Chains using Column GenerationQuery-Aware MCMCFACTORIE: Probabilistic Programming via Imperatively Defined Factor GraphsRethinking LDA: Why Priors MatterTraining Factor Graphs with Reinforcement Learning for Efficient MAP InferenceGroup and Topic Discovery from Relations and Their AttributesConditional Models of Identity Uncertainty with Application to Noun CoreferenceClassification with Hybrid Generative/Discriminative ModelsInorganic Materials Synthesis Planning with Literature-Trained Neural Networks
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American computer scientist
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Andrew McCallum
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Andrew McCallum
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Andrew McCallum
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Andrew McCallum
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