MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Author:

Chen Qi1ORCID,Geng Xiubo1ORCID,Rosset Corby2ORCID,Buractaon Carolyn2ORCID,Lu Jingwen2ORCID,Shen Tao3ORCID,Zhou Kun1ORCID,Xiong Chenyan4ORCID,Gong Yeyun1ORCID,Bennett Paul5ORCID,Craswell Nick2ORCID,Xie Xing1ORCID,Yang Fan1ORCID,Tower Bryan2ORCID,Rao Nikhil6ORCID,Dong Anlei6ORCID,Jiang Wenqi7ORCID,Liu Zheng1ORCID,Li Mingqin2ORCID,Liu Chuanjie1ORCID,Li Zengzhong2ORCID,Majumder Rangan2ORCID,Neville Jennifer2ORCID,Oakley Andy2ORCID,Risvik Knut Magne8ORCID,Simhadri Harsha Vardhan2ORCID,Varma Manik9ORCID,Wang Yujing1ORCID,Yang Linjun2ORCID,Yang Mao1ORCID,Zhang Ce10ORCID

Affiliation:

1. Microsoft, Beijing, China

2. Microsoft, Redmond, USA

3. University of Technology Sydney, Sydney, Australia

4. Carnegie Mellon University, Pittsburgh, USA

5. Spotify, New York, USA

6. Microsoft, Mountain View, USA

7. ETH Zurich, Zürich, Switzerland

8. Microsoft, Oslo, Norway

9. Microsoft, Bengaluru, India

10. ETH Zürich, Zürich, Switzerland

Publisher

ACM

Reference57 articles.

1. Characterizing reference locality in the WWW

2. ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms

3. Artem Babenko and Victor Lempitsky. 2014. The inverted multi-index. IEEE transactions on pattern analysis and machine intelligence, Vol. 37, 6 (2014), 1247--1260.

4. Artem Babenko and Victor Lempitsky. 2016. Efficient indexing of billion-scale datasets of deep descriptors. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2055--2063.

5. Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

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