Sumit Chopra

According to our database1, Sumit Chopra authored at least 29 papers between 2001 and 2018.

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Bibliography

2018
StarSpace: Embed All The Things!
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning through Dialogue Interactions by Asking Questions.
Proceedings of the 5th International Conference on Learning Representations, 2017

Dialogue Learning With Human-in-the-Loop.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.
Proceedings of the 4th International Conference on Learning Representations, 2016

Sequence Level Training with Recurrent Neural Networks.
Proceedings of the 4th International Conference on Learning Representations, 2016

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations.
Proceedings of the 4th International Conference on Learning Representations, 2016

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems.
Proceedings of the 4th International Conference on Learning Representations, 2016

Abstractive Sentence Summarization with Attentive Recurrent Neural Networks.
Proceedings of the NAACL HLT 2016, 2016

2015
Memory Networks.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Learning Longer Memory in Recurrent Neural Networks.
Proceedings of the 3rd International Conference on Learning Representations, 2015

A Neural Attention Model for Abstractive Sentence Summarization.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
#TagSpace: Semantic Embeddings from Hashtags.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Question Answering with Subgraph Embeddings.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2012
Collaborative ranking.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Computational Television Advertising.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Weakly supervised neural networks for Part-Of-Speech tagging.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Combining Frame and Segment Level Processing via Temporal Pooling for Phonetic Classification.
Proceedings of the INTERSPEECH 2011, 2011

Non-linear tagging models with localist and distributed word representations.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Feature-rich continuous language models for speech recognition.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Two of a Kind or the Ratings Game? Adaptive Pairwise Preferences and Latent Factor Models.
Proceedings of the ICDM 2010, 2010

2007
Output-sensitive algorithms for optimally constructing the upper envelope of straight line segments in parallel.
J. Parallel Distrib. Comput., 2007

A Unified Energy-Based Framework for Unsupervised Learning.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Discovering the hidden structure of house prices with a non-parametric latent manifold model.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Energy-Based Models in Document Recognition and Computer Vision.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Efficient Learning of Sparse Representations with an Energy-Based Model.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Dimensionality Reduction by Learning an Invariant Mapping.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Learning a Similarity Metric Discriminatively, with Application to Face Verification.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2003
An Experimental Study of k-Splittable Scheduling for DNS-Based Traffic Allocation.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2001
Optimal, Output-Sensitive Algorithms for Constructing Upper Envelope of Line Segments in Parallel.
Proceedings of the FST TCS 2001: Foundations of Software Technology and Theoretical Computer Science, 2001


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