Search

Viani, Natalia, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, and Guergana K. Savova. 2017. “Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports”. In Artificial Intelligence in Medicine: 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings, edited by Annette Teije, Christian Popow, John H. Holmes, and Lucia Sacchi, 198–202. Cham: Springer International Publishing.

Dligach, Dmitriy, Timothy Miller, Chen Lin, Steven Bethard, and Guergana Savova. 2017. “Neural Temporal Relation Extraction”. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 746–751. Valencia, Spain: Association for Computational Linguistics.

Amiri, Hadi, Timothy Miller, and Guergana Savova. 2017. “Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks”. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2401–2410. Copenhagen, Denmark: Association for Computational Linguistics.

Lin, Chen, Timothy Miller, Dmitriy Dligach, Steven Bethard, and Guergana Savova. 2017. “Representations of Time Expressions for Temporal Relation Extraction With Convolutional Neural Networks”. In BioNLP 2017, 322–327. Vancouver, Canada,: Association for Computational Linguistics.

Miller, Timothy, Dmitriy Dligach, Steven Bethard, Chen Lin, and Guergana Savova. 2017. “Towards Generalizable Entity-Centric Clinical Coreference Resolution”. J Biomed Inform 69: 251-58.

Lin, Chen, Dmitriy Dligach, Timothy Miller, Steven Bethard, and Guergana Savova. 2016. “Multilayered Temporal Modeling for the Clinical Domain”. J Am Med Inform Assoc 23 (2): 387-95.

Miller, Timothy, Dmitriy Dligach, and Guergana Savova. 2016. “Unsupervised Document Classification With Informed Topic Models”. In Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 83–91. Berlin, Germany: Association for Computational Linguistics.

Lin, Chen, Timothy Miller, Dmitriy Dligach, Steven Bethard, and Guergana Savova. 2016. “Improving Temporal Relation Extraction With Training Instance Augmentation”. In Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 108–113. Berlin, Germany: Association for Computational Linguistics.

Miller, Timothy, Steven Bethard, Hadi Amiri, and Guergana Savova. 2017. “Unsupervised Domain Adaptation for Clinical Negation Detection”. In BioNLP 2017, 165–170. Vancouver, Canada,: Association for Computational Linguistics.

Shain, Cory, William Bryce, Lifeng Jin, Victoria Krakovna, Finale Doshi-Velez, Timothy Miller, William Schuler, and Lane Schwartz. 2016. “Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input”. In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 964–975. Osaka, Japan: The COLING 2016 Organizing Committee.