Matthew R. Gormley

summarization · generation · transformers · long-context models · noisy user generated text · medical coding · deep learning · machine learning · approximate inference · unsupervised learning · decomposition techniques · nonparametrics · global optimization · low-resource learning · approximation-aware learning. · natural language processing · grammar induction · dependency parsing · semantic parsing · knowledge base population · coreference resolution · topic modeling · computational semantics · natural language generation