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RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems



Martin Mladenov , Chih-Wei Hsu , Vihan Jain , Eugene Ie , Christopher Colby , Nicolas Mayoraz , Hubert Pham , Dustin Tran , Ivan Vendrov , Craig Boutilier


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On the Evaluation of Vision-and-Language Navigation Instructions



Ming Zhao , Peter Anderson , Vihan Jain , Su Wang , Alexander Ku , Jason Baldridge , Eugene Ie

* Accepted to EACL 2021 

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



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



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



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



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



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



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



Zhiyun Lu , Eugene Ie , Fei Sha


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