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A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus

Nov 18, 2020
Bowen Zhang, Hexiang Hu, Joonseok Lee, Ming Zhao, Sheide Chammas, Vihan Jain, Eugene Ie, Fei Sha


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AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization

Oct 23, 2020
Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie


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Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding

Oct 15, 2020
Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, Jason Baldridge

* EMNLP 2020 

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Learning to Represent Image and Text with Denotation Graph

Oct 06, 2020
Bowen Zhang, Hexiang Hu, Vihan Jain, Eugene Ie, Fei Sha

* to appear at EMNLP 2020 

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Spatial Language Representation with Multi-Level Geocoding

Aug 21, 2020
Sayali Kulkarni, Shailee Jain, Mohammad Javad Hosseini, Jason Baldridge, Eugene Ie, Li Zhang


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BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps

Jun 14, 2020
Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha

* Accepted by ACL 2020 

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Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation

Jun 13, 2020
Zhiyun Lu, Eugene Ie, Fei Sha


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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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Retouchdown: Adding Touchdown to StreetLearn as a Shareable Resource for Language Grounding Tasks in Street View

Jan 10, 2020
Harsh Mehta, Yoav Artzi, Jason Baldridge, Eugene Ie, Piotr Mirowski


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VALAN: Vision and Language Agent Navigation

Dec 06, 2019
Larry Lansing, Vihan Jain, Harsh Mehta, Haoshuo Huang, Eugene Ie


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RecSim: A Configurable Simulation Platform for Recommender Systems

Sep 26, 2019
Eugene Ie, Chih-wei Hsu, Martin Mladenov, Vihan Jain, Sanmit Narvekar, Jing Wang, Rui Wu, Craig Boutilier


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Learning Dense Representations for Entity Retrieval

Sep 23, 2019
Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego Garcia-Olano

* CoNLL 2019 

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Transferable Representation Learning in Vision-and-Language Navigation

Aug 12, 2019
Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes, Jason Baldridge, Eugene Ie

* To appear in ICCV 2019 

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Effective and General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping

Jul 11, 2019
Gabriel Magalhaes, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge


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Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation

Jun 04, 2019
Vihan Jain, Gabriel Magalhaes, Alexander Ku, Ashish Vaswani, Eugene Ie, Jason Baldridge

* Accepted at ACL 2019 as long paper 

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Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology

May 31, 2019
Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Morgane Lustman, Vince Gatto, Paul Covington, Jim McFadden, Tushar Chandra, Craig Boutilier

* Short version to appear IJCAI-2019 

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Multi-modal Discriminative Model for Vision-and-Language Navigation

May 31, 2019
Haoshuo Huang, Vihan Jain, Harsh Mehta, Jason Baldridge, Eugene Ie

* Accepted at SpLU-RoboNLP 2019 (workshop at NAACL) 

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Using Web Co-occurrence Statistics for Improving Image Categorization

Dec 20, 2013
Samy Bengio, Jeff Dean, Dumitru Erhan, Eugene Ie, Quoc Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer


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