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Publications

Amazon is a great place to do science and have real business impact, but that’s only one part of the story. Amazon scientists continue to publish, teach, and engage with the worldwide research community.
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  • Computer vision
    Scalable Logo Recognition using Proxies
    Year: 2019
    Author: Istvan Fehervari & Srikar Appalaraju
    Conference: WACV 2019
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  • Natural language processing Knowledge management and data quality
    Synonym Expansion for Large Shopping Taxonomies
    Year: 2019
    Author: Adrian Boteanu, Adam Kiezun, Shay Artzi
    Conference: AKCB 2019
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  • Natural language processing
    OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference
    Year: 2019
    Author: Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum
    Conference: NAACL 2019
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  • Natural language processing Conversational AI
    In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data
    Year: 2019
    Author: Nishant Prateek, Mateusz Lajszczak, Thomas Merritt, Srikanth Ronanki, Jaime Lorenzo-Trueba, Trevor Wood, Roberto Barra-Chicote, Thomas Drugman
    Conference: NAACL 2019
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  • Natural language processing
    Data selection and semi-supervised slot tagging for artificial intelligent agents
    Year: 2019
    Author: Minmin Shen, James Zhu, Suranjit Adhikari and Angeliki Metallinou
    Conference: NAACL 2019
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  • Natural language processing
    Contextual Query Rewriting (CQR): Natural Language as interface for Dialog State Tracking
    Year: 2019
    Author: Pushpendre Rastogi, Arpit Gupta, and Lambert Mathias
    Conference: NAACL 2019
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  • Search and Information Retrieval
    Semantic Product Search
    Year: 2019
    Author: Vijai Mohan, Yiwei Song, Priyanka Nigam, Choon Hui Teo, Weitian Ding, Vihan Lakshman, Ankit Shingavi, Hao Gu, Bing Yin
    Conference: KDD 2019
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  • Knowledge management and data quality
    Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
    Year: 2019
    Author: Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
    Conferene: KDD 2019
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  • Search and personalization
    Seeker: Real-Time Interactive Search
    Year: 2019
    Author: Ari Biswas, Thai T. Pham, Michael Vogelsong, Benjamin Snyder, Houssam Nassif
    Conference: KDD 2019
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  • Search and Information Retrieval
    Inducing Document Structure for Aspect-based Summarization
    Year: 2019
    Author: Lea Frermann, Alex Klementiev
    Conference: ACL 2019
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