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Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models



Tao Chen , Mingyang Zhang , Jing Lu , Michael Bendersky , Marc Najork

* Accepted at ECIR 2022 (full paper) 

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Data-Efficient Information Extraction from Form-Like Documents



Beliz Gunel , Navneet Potti , Sandeep Tata , James B. Wendt , Marc Najork , Jing Xie

* Published at the 2nd Document Intelligence Workshop @ KDD 2021 (https://document-intelligence.github.io/DI-2021/

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Rank4Class: A Ranking Formulation for Multiclass Classification



Nan Wang , Zhen Qin , Le Yan , Honglei Zhuang , Xuanhui Wang , Michael Bendersky , Marc Najork


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Born Again Neural Rankers



Zhen Qin , Le Yan , Yi Tay , Honglei Zhuang , Xuanhui Wang , Michael Bendersky , Marc Najork


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Dynamic Language Models for Continuously Evolving Content



Spurthi Amba Hombaiah , Tao Chen , Mingyang Zhang , Michael Bendersky , Marc Najork

* KDD 2021 

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Rethinking Search: Making Experts out of Dilettantes



Donald Metzler , Yi Tay , Dara Bahri , Marc Najork


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Privacy-Adaptive BERT for Natural Language Understanding



Chen Qu , Weize Kong , Liu Yang , Mingyang Zhang , Michael Bendersky , Marc Najork


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WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning



Krishna Srinivasan , Karthik Raman , Jiecao Chen , Michael Bendersky , Marc Najork


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Scalable Bottom-Up Hierarchical Clustering



Nicholas Monath , Avinava Dubey , Guru Guruganesh , Manzil Zaheer , Amr Ahmed , Andrew McCallum , Gokhan Mergen , Marc Najork , Mert Terzihan , Bryon Tjanaka , Yuan Wang , Yuchen Wu


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