IR-1005: (2014) Neelakantan, A., Shankar, J., Passos, A. and McCallum, A., "Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space. ," Proceedings of the Conference on Empirical Methods in Natural Language Processing — October 25–29, 2014 — Doha, Qatar, pp. 1059–1069. [View Abstract] [View bibtex]
IR-995: (2014) Neelakantan, A., Passos, A. and McCallum, A., "A Hierarchical Model for Universal Schema Relation Extraction," Workshop on Automatic Creation and Curation of Knowledge Bases (WACCK-2014) at SIGMOD, June 27, 2014, Snowbird, Utah, USA. [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-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]
IR-859: (2011) Passos, A., Wallach, H. and McCallum, A., "Correlations and Anticorrelations in LDA Inference," NIPS 2011 Workshop on NIPS Workshop on Learning Challenges in Hierarchical Model. Granada, Spain, December 10-17, 2011. [View Abstract] [View bibtex]
IR-858: (2011) Passos, A., Rai, P. and III, H., "A General Framework for Inferring Latent Task Structures," Proceedings of the 2012 International Conference on Machine Learning (ICML), Edinburgh, Scotland, June 26 - July 1, 2012. [View Abstract] [View bibtex]
IR-851: (2011) Passos, A., Gael, J., Herbrich, R. and Paquet, U., "A penny for your thoughts? The value of information in recommendation systems," 2011 NIPS Workshop on Bayesian Bandits, Sierra Nevada, Spain, December 16-17, 2011. [View Abstract] [View bibtex]