Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search

Author:

Zhang Jiong1ORCID,Wang Yau-Shian1ORCID,Chang Wei-Cheng1ORCID,Li Wei1ORCID,Jiang Jyun-Yu1ORCID,Hsieh Cho-Jui2ORCID,Yu Hsiang-Fu1ORCID

Affiliation:

1. Amazon, Palo Alto, CA, USA

2. UCLA, Los Angeles, CA, USA

Publisher

ACM

Reference40 articles.

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3. Lars Buitinck , Gilles Louppe , Mathieu Blondel , Fabian Pedregosa , Andreas Mueller , Olivier Grisel , Vlad Niculae , Peter Prettenhofer , Alexandre Gramfort , Jaques Grobler , Robert Layton , Jake VanderPlas , Arnaud Joly , Brian Holt , and Gaë l Varoquaux . 2013 . API design for machine learning software: experiences from the scikit-learn project . In ECML PKDD Workshop: Languages for Data Mining and Machine Learning. 108--122 . Lars Buitinck, Gilles Louppe, Mathieu Blondel, Fabian Pedregosa, Andreas Mueller, Olivier Grisel, Vlad Niculae, Peter Prettenhofer, Alexandre Gramfort, Jaques Grobler, Robert Layton, Jake VanderPlas, Arnaud Joly, Brian Holt, and Gaë l Varoquaux. 2013. API design for machine learning software: experiences from the scikit-learn project. In ECML PKDD Workshop: Languages for Data Mining and Machine Learning. 108--122.

4. Extreme Multi-label Learning for Semantic Matching in Product Search

5. Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu Choon-Hui Teo Jiong Zhang Kai Zhong Kedarnath Kolluri Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh and Inderjit S Dhillon. 2021b. Extreme Multi-label Learning for Semantic Matching in Product Search. In KDD. ACM. Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu Choon-Hui Teo Jiong Zhang Kai Zhong Kedarnath Kolluri Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh and Inderjit S Dhillon. 2021b. Extreme Multi-label Learning for Semantic Matching in Product Search. In KDD. ACM.

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