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Scalable Bottom-Up Hierarchical Clustering

Nov 04, 2020
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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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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Active Learning for Skewed Data Sets

May 23, 2020
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork


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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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