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Dynamic Language Models for Continuously Evolving Content


Jun 11, 2021
Spurthi Amba Hombaiah, Tao Chen, Mingyang Zhang, Michael Bendersky, Marc Najork

* KDD 2021 

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LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding


Apr 16, 2021
Te-Lin Wu, Cheng Li, Mingyang Zhang, Tao Chen, Spurthi Amba Hombaiah, Michael Bendersky


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Privacy-Adaptive BERT for Natural Language Understanding


Apr 15, 2021
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


Mar 03, 2021
Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork


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DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling


Oct 07, 2020
Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh

* 13 pages. Accepted to Findings of EMNLP 2020 

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RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble


Oct 01, 2020
Michael Bendersky, Honglei Zhuang, Ji Ma, Shuguang Han, Keith Hall, Ryan McDonald

* 14 pages 

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Interpretable Learning-to-Rank with Generalized Additive Models


May 14, 2020
Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian

* 10 pages 

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Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching


Apr 26, 2020
Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork

* arXiv preprint version. 10 pages 

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Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking


Oct 23, 2019
Rama Kumar Pasumarthi, Xuanhui Wang, Michael Bendersky, Marc Najork

* 8 pages 

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Domain Adaptation for Enterprise Email Search


Jun 19, 2019
Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler

* Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019 
* Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 

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Semantic Video Trailers


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

* 9 pages 

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