Simple and Effective Knowledge-Driven Query Expansion for QA-Based
Product Attribute Extraction

Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction

28 June 2022

Naoki Yoshinaga

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Papers citing "Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction"

12 / 12 papers shown

Title
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding Jun Yan Nasser Zalmout Yan Liang Christan Earl Grant Xiang Ren Xin Luna Dong 47 54 0 04 Jun 2021
LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes Kartik Mehta I. Oprea Nikhil Rasiwasia 51 6 0 19 Apr 2021
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 44 70 0 15 Sep 2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types Xin Luna Dong Xiang He Andrey Kan Xian Li Yan Liang ... Yuning Mao Yaqing Wang Christos Faloutsos Andrew McCallum Jiawei Han 87 74 0 24 Jun 2020
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis Jun Ma Xin Luna Dong 46 64 0 15 Apr 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 514 42,449 0 03 Dec 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 78 637 0 25 Oct 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] Guineng Zheng Subhabrata Mukherjee Xin Luna Dong Feifei Li VLM 3DV 59 194 0 01 Jun 2018
Attribute Extraction from Product Titles in eCommerce Ajinkya More 32 56 0 15 Aug 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014