CIIR publications authored by Luke Vilnis

IR-1038: (2015) Vilnis, L.,  Belanger, D.,  Sheldon, D. and McCallum, A., "Bethe Projections for Non-Local Inference," Conference on Uncertainty in Artificial Intelligence (UAI), Amsterdam, Netherlands, July 12-16, 2015. [View Abstract] [View bibtex]

IR-1037: (2015) Strubell, E.,  Vilnis, L.,  Silverstein, K. and McCallum, A., "Learning Dynamic Feature Selection for Fast Sequential Prediction," Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL '15) Beijing, China, July 26-31, 2015, pp. 146-155. [View Abstract] [View bibtex]

IR-1031: (2015) Vilnis, L. and McCallum, A., "Word Representations via Gaussian Embedding," Proceedings of the International Conference on Learning Representations (ICLR 2015, San Diego, May 7-9, 2015. [View Abstract] [View bibtex]

IR-1009: (2014) Strubell, E.,  Vilnis, L. and McCallum, A., "Training for Fast Sequential Prediction Using Dynamic Feature Selection," NIPS Modern ML + NLP Workshop, Montreal, Quebec, Canada, December 12-13, 2014. [View Abstract] [View bibtex]

IR-954: (2013) Zheng, J.,  Vilnis, L.,  Singh, S.,  Choi, J. and McCallum, A., "Dynamic Knowledge-Base Alignment for Coreference Resolution," Proceedings of the Seventeenth Conference on Computational Natural Language Learning (CoNLL 2013), Sofia, Bulgaria, August 8-9, 2013. pp. 153-162. [View Abstract] [View bibtex]