Title
Knowledge Distillation for Enhancing Walmart E-commerce Search Relevance Using Large Language ModelsThe Web Conference (WWW), 2025 Hongwei Shang Nguyen Vo Nitin Yadav Tian Zhang Ajit Puthenputhussery Xunfan Cai Shuyi Chen Prijith Chandran Changsung Kang RALM 217 4 0 11 May 2025
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Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings Gaifan Zhang Yi Zhou Danushka Bollegala 164 10 0 20 Mar 2024
An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce Nurendra Choudhary E-Wen Huang Karthik Subbian Chandan K. Reddy 116 6 0 01 Mar 2024
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An Embedding-Based Grocery Search Model at Instacart Yuqing Xie Taesik Na X. Xiao Saurav Manchanda Young Rao Zhihong Xu Guanghua Shu Esther Vasiete Tejaswi Tenneti Haixun Wang DML RALM 144 7 0 12 Sep 2022
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Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs Zheng-Wang Liu Wei Zhang Yan Chen Weiyi Sun Tianchuan Du Benjamin Schroeder 124 5 0 11 Apr 2022
Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism Zhen Peng Minjia Zhang Kai Li R. Jin Bin Ren 152 4 0 31 Jan 2022
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval Linlong Xu Baosong Yang Xiaoyu Lv Tianchi Bi Dayiheng Liu Haibo Zhang 136 7 0 03 Nov 2021
Embracing Structure in Data for Billion-Scale Semantic Product Search V. Lakshman C. Teo Xiaowen Chu Priyank Nigam Abhinandan Patni Pooja Maknikar S.V.N. Vishwanathan DML 99 8 0 12 Oct 2021
A Fast Randomized Algorithm for Massive Text Normalization Nan Jiang Chen Luo V. Lakshman Yesh Dattatreya Yexiang Xue 141 0 0 06 Oct 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 136 64 0 23 Jun 2021
Graph-based Multilingual Product Retrieval in E-commerce SearchNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Hanqing Lu You-Heng Hu Tong Zhao Tony Wu Yiwei Song Bing Yin 165 25 0 06 May 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin Huaimin Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 132 11 0 06 Apr 2021
IRLI: Iterative Re-partitioning for Learning to Index Gaurav Gupta Tharun Medini Anshumali Shrivastava Alex Smola VLM 85 0 0 17 Mar 2021
Large-Scale Training System for 100-Million Classification at AlibabaKnowledge Discovery and Data Mining (KDD), 2020 Liuyihan Song Pan Pan Kang Zhao Hao Yang Yiming Chen Yingya Zhang Yinghui Xu Rong Jin 156 26 0 09 Feb 2021
Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search Ziyang Liu Zhaomeng Cheng Yunjiang Jiang Yue Shang Wei Xiong Sulong Xu Bo Long Di Jin 73 3 0 13 Jan 2021
Non-Linear Multiple Field Interactions Neural Document Ranking Ken Takiguchi Niall Twomey Luis M. Vaquero 68 0 0 18 Nov 2020
Cross-Lingual Document Retrieval with Smooth LearningInternational Conference on Computational Linguistics (COLING), 2020 Jiapeng Liu Xiao Zhang Dan Goldwasser Xiao Wang 120 9 0 02 Nov 2020
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Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M ProductsNeural Information Processing Systems (NeurIPS), 2019 Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 159 72 0 28 Oct 2019