CIIR publications authored by David B Belanger

IR-1086: (2016) Bansal, T.,  Belanger, D. and McCallum, A., "Ask the GRU: Multi-Task Learning for Deep Text Recommendations," in the Proceedings of the 10th ACM Conference on Recommender Systems, Boston, USA, September 15-19, 2016, pp. 107-114. [View Abstract] [View bibtex]

IR-1044: (2015) Verga, P.,  Belanger, D.,  Strubell, E.,  Roth, B. and McCallum, A., "Multilingual Relation Extraction using Compositional Universal Schema," in the Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2016), San Diego, California, June 12 to June 17, 2016, pp. 886-896. [View Abstract] [View bibtex]

IR-1043: (2015) Belanger, D. and McCallum, A., "Structured Prediction Energy Networks," Proceedings of the 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 19–June 24, 2016, online proceedings only. [View Abstract] [View bibtex]

IR-1042: (2015) Belanger, D. and McCallum, A., "Scaling up Structured Multi-Label Prediction using Discriminative Mean Field Networks," NIPS Extreme Classification Workshop, Montreal, December 7-12, 2015. [View Abstract] [View bibtex]

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-994: (2014) Anzaroot, S.,  Belanger, D.,  McCallum, A. and Passos, A., "Learning Soft Linear Constraints with Application to Citation Field Extraction," Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics,Volume 1: Long Papers, Baltimore, Md, June 23-25, 2014, pp. 593-602. [View Abstract] [View bibtex]

IR-972: (2013) Belanger, D.,  Sheldon, D. and McCallum, A., "Marginal Inference in MRFs using Frank-Wolfe," NIPS 2013 workshop on Greedy Optimization, Frank-Wolfe and Friend, Lake Tahoe, NV, December 9-10, 2013. [View Abstract] [View bibtex]

IR-971: (2013) Singh, S.,  Yao, L.,  Belanger, D.,  Kobren, A.,  Anzaroot, S.,  Wick, M.,  Passos, A.,  Pandya, H.,  Choi, J.,  Martin, B. and McCallum, A., "Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013," TACKBP 2013 Workshop, November 18-19, 2013. National Institute of Standards and Technology Gaithersburg, Maryland USA. [View Abstract] [View bibtex]

IR-915: (2012) Belanger, D.,  McCallum, A.,  Passos, A. and Riedel, S., "MAP Inference in Chains using Column Generation," Proceedings of the 2012 Neural Information Processing Systems, Reno, Nevada, December 3-8, 2012, pp. 1853-1861. [View Abstract] [View bibtex]

IR-897: (2012) Belanger, D.,  Passos, A.,  Riedel, S. and McCallum, A., "Learning to speed up MAP decoding with column generation," ICML 2012 Workshop on Inferning: Interactions between Inference and Learning, Edinbrugh, UK. June 30, 2012. [View Abstract] [View bibtex]