Understanding Risks and Opportunities of Autonomous Vehicle Technology Adoption Through Systems Dynamic Scenario Modeling - The American Insurance Industry.

[BibT_eX]

[DOI]

Chen Liu

William Bill Rouse

David Belanger

IEEE Syst. J., 2020

Critiquing Protein Family Classification Models Using Sufficient Input Subsets.

[BibT_eX]

[DOI]

J. Comput. Biol., 2020

Is Transfer Learning Necessary for Protein Landscape Prediction?

[BibT_eX]

[DOI]

Amir Shanehsazzadeh

David Belanger

David Dohan

CoRR, 2020

Fixed-Length Protein Embeddings using Contextual Lenses.

[BibT_eX]

[DOI]

Amir Shanehsazzadeh

David Belanger

David Dohan

CoRR, 2020

Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers.

[BibT_eX]

[DOI]

Krzysztof Choromanski

Valerii Likhosherstov

CoRR, 2020

Population-Based Black-Box Optimization for Biological Sequence Design.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Model-based reinforcement learning for biological sequence design.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Boundless: Generative Adversarial Networks for Image Extension.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Learning Latent Permutations with Gumbel-Sinkhorn Networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling.

[BibT_eX]

[DOI]

CoRR, 2017

Fast and Accurate Sequence Labeling with Iterated Dilated Convolutions.

[BibT_eX]

[DOI]

CoRR, 2017

Face Synthesis from Facial Identity Features.

[BibT_eX]

[DOI]

CoRR, 2017

Communications, ComSoc, and Big Data: What and What Next?

[BibT_eX]

[DOI]

Harvey Freeman

David Belanger

IEEE Commun. Mag., 2017

End-to-End Learning for Structured Prediction Energy Networks.

[BibT_eX]

[DOI]

David Belanger

Bishan Yang

Andrew McCallum

Proceedings of the 34th International Conference on Machine Learning, 2017

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Synthesizing Normalized Faces from Facial Identity Features.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Ask the GRU: Multi-Task Learning for Deep Text Recommendations.

[BibT_eX]

[DOI]

Trapit Bansal

David Belanger

Andrew McCallum

CoRR, 2016

<i>Ask the GRU</i>: Multi-task Learning for Deep Text Recommendations.

[BibT_eX]

[DOI]

Trapit Bansal

David Belanger

Andrew McCallum

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Multilingual Relation Extraction using Compositional Universal Schema.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Structured Prediction Energy Networks.

[BibT_eX]

[DOI]

David Belanger

Andrew McCallum

Proceedings of the 33nd International Conference on Machine Learning, 2016

Incorporating Selectional Preferences in Multi-hop Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

Bethe Learning of Graphical Models via MAP Decoding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Bethe Learning of Conditional Random Fields via MAP Decoding.

[BibT_eX]

[DOI]

CoRR, 2015

Bethe Projections for Non-Local Inference.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

A Linear Dynamical System Model for Text.

[BibT_eX]

[DOI]

David Belanger

Sham M. Kakade

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Message Passing for Soft Constraint Dual Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Learning Soft Linear Constraints with Application to Citation Field Extraction.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013.

[BibT_eX]

[DOI]

Proceedings of the Sixth Text Analysis Conference, 2013

2012

MAP Inference in Chains using Column Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010