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Efficient Retrieval Optimized Multi-task Learning


Apr 20, 2021
Hengxin Fun, Sunil Gandhi, Sujith Ravi


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Transductive Learning for Abstractive News Summarization


Apr 17, 2021
Arthur Bražinskas, Mengwen Liu, Ramesh Nallapati, Sujith Ravi, Markus Dreyer


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GoEmotions: A Dataset of Fine-Grained Emotions


Jun 03, 2020
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, Sujith Ravi

* Accepted to ACL 2020 

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Low-Dimensional Hyperbolic Knowledge Graph Embeddings


May 01, 2020
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré


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ProFormer: Towards On-Device LSH Projection Based Transformers


Apr 13, 2020
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva


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Environment-agnostic Multitask Learning for Natural Language Grounded Navigation


Mar 12, 2020
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi


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Learning from a Teacher using Unlabeled Data


Nov 13, 2019
Gaurav Menghani, Sujith Ravi


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Generalized Clustering by Learning to Optimize Expected Normalized Cuts


Oct 16, 2019
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini


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On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study


Aug 14, 2019
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva


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Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes


Jul 05, 2019
Chinnadhurai Sankar, Sujith Ravi

* To appear at SIGDIAL 2019 

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Transferable Neural Projection Representations


Jun 04, 2019
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

* Proc. of NAACL 2019 

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GAP: Generalizable Approximate Graph Partitioning Framework


Mar 02, 2019
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini


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Graph-RISE: Graph-Regularized Image Semantic Embedding


Feb 14, 2019
Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi

* 9 pages, 7 figures 

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ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections


Aug 09, 2017
Sujith Ravi


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Neural Graph Machines: Learning Neural Networks Using Graphs


Mar 14, 2017
Thang D. Bui, Sujith Ravi, Vivek Ramavajjala

* 9 pages 

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Semantic Video Trailers


Sep 07, 2016
Harrie Oosterhuis, Sujith Ravi, Michael Bendersky

* 9 pages 

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Smart Reply: Automated Response Suggestion for Email


Jun 15, 2016
Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, Laszlo Lukacs, Marina Ganea, Peter Young, Vivek Ramavajjala

* Accepted to KDD 2016 

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Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation


May 16, 2016
Sujith Ravi, Qiming Diao

* Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR: W&CP volume 51, pp. 519-528, 2016 
* 10 pages 

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Conversational flow in Oxford-style debates


Apr 11, 2016
Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil

* To appear at NAACL 2016. 5 pp, 1 fig. Data and other info available at http://www.cs.cornell.edu/~cristian/debates 

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