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Semantic Web Challenge on Mining the Web of HTML-embedded Product Data

Vol-2720
urn:nbn:de:0074-2720-3

Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

MWPD 2020
Semantic Web Challenge on Mining the Web of HTML-embedded Product Data

Proceedings of the Semantic Web Challenge on Mining the Web of HTML-embedded Product Data
co-located with the 19th International Semantic Web Conference (ISWC 2020)

Athens, Greece, November 5, 2020.

Edited by

Ziqi Zhang *
Christian Bizer **

* University of Sheffield, Information School, Broomhall, Sheffield S10 2TG, UK
** University of Mannheim., Institute of Computer Science and Business Informatics, Schloss, 68131 Mannheim, Germany

Table of Contents

Preface

Overview

MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data
Ziqi Zhang, Christian Bizer, Ralph Peeters, Anna Primpeli

Participant Papers

PMap: Ensemble Pre-training Models for Product Matching (short paper)
Natthawut Kertkeidkachorn, Ryutaro Ichise
A Pre-trained Matching Model Based on Self- and Inter-ensemble For Product Matching Task (short paper)
Shiyao Xu, Shijia E, Li Yang, Yang Xiang
ISCAS_ICIP at MWPD-2020 Task 1: Product Matching Based on Deep Entity Matching Frameworks (short paper)
Cheng Fu, Tianshu Wang, Hao Nie, Xianpei Han, Le Sun
Language Model CNN-driven Similarity Matching and Classification for HTML-embedded Product Data
Janos Borst, Erik Körner, Kobkaew Opasjumruskit, Andreas Niekler
Bert with Dynamic Masked Softmax and Pseudo Labeling for Hierarchical Product Classification (short paper)
Li Yang, Shijia E, Shiyao Xu, Yang Xiang
ProBERT: Product Data Classification with Fine-tuning BERT Model (short paper)
Hamada Zahera, Mohamed Sherif

2020-10-16: submitted by Ziqi Zhang, metadata incl. bibliographic data published under Creative Commons CC0
2020-10-31: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|