Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

14 June 2022

Chandan K. Reddy

Lluís Màrquez i Villodre

Papers citing "Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search"

23 / 23 papers shown

Title
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 52 0 0 26 Apr 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 47 2 0 31 Mar 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 73 0 0 30 Jan 2025
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 33 2 0 28 Oct 2024
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 142 1 0 26 Oct 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval Dae Yon Hwang Bilal Taha Harshit Pande Yaroslav Nechaev SyDa 33 0 0 24 Oct 2024
Captions Speak Louder than Images (CASLIE): Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data Xinyi Ling B. Peng Hanwen Du Zhihui Zhu Xia Ning 31 0 0 22 Oct 2024
Improving Pinterest Search Relevance Using Large Language Models Han Wang Mukuntha Narayanan Sundararaman Onur Gungor Yu Xu Krishna Kamath Rakesh Chalasani Kurchi Subhra Hazra Jinfeng Rao LRM 27 1 0 22 Oct 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks Jiong Zhu Gaotang Li Yao-An Yang Jing Zhu Xuehao Cui Danai Koutra 37 3 0 26 Sep 2024
Investigating LLM Applications in E-Commerce Chester Palen-Michel Ruixiang Wang Yipeng Zhang David Yu Canran Xu Zhe Wu 16 3 0 23 Aug 2024
Large Language Model Driven Recommendation Anton Korikov Scott Sanner Yashar Deldjoo Zhankui He Julian McAuley ... René Vidal Mahesh Sathiamoorthy Atoosa Kasrizadeh Silvia Milano Francesco Ricci 50 0 0 20 Aug 2024
EC-Guide: A Comprehensive E-Commerce Guide for Instruction Tuning and Quantization Zhaopeng Feng Zijie Meng Zuozhu Liu 32 0 0 06 Aug 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 62 6 0 07 Mar 2024
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data B. Peng Xinyi Ling Ziru Chen Huan Sun Xia Ning ELM 37 16 0 13 Feb 2024
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction Aditi Chaudhary K. Raman Michael Bendersky 31 7 0 14 Nov 2023
Overview of the TREC 2023 Product Product Search Track Daniel Fernando Campos Surya Kallumadi Corby Rosset Chengxiang Zhai Alessandro Magnani 14 3 0 14 Nov 2023
Language Models As Semantic Indexers Bowen Jin Hansi Zeng Guoyin Wang Xiusi Chen Tianxin Wei ... Yang Li Hanqing Lu Suhang Wang Jiawei Han Xianfeng Tang RALM 40 18 0 11 Oct 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 44 1 0 27 Aug 2023
Semantic Equivalence of e-Commerce Queries Aritra Mandal Daniel Tunkelang Zhe Wu 7 1 0 07 Aug 2023
Exploring the Viability of Synthetic Query Generation for Relevance Prediction Aditi Chaudhary K. Raman Krishna Srinivasan Kazuma Hashimoto Michael Bendersky Marc Najork 32 8 0 19 May 2023
ZhichunRoad at Amazon KDD Cup 2022: MultiTask Pre-Training for E-Commerce Product Search Xuange Cui Wei Xiong Songlin Wang 35 1 0 31 Jan 2023
Predicting Query-Item Relationship using Adversarial Training and Robust Modeling Techniques Min Seok Kim 22 0 0 23 Aug 2022
Some Practice for Improving the Search Results of E-commerce Fanyou Wu Yang Liu R. Gazo Benes Bedrich Xiaobo Qu 16 3 0 30 Jul 2022