The WDC training dataset and gold standard for large-scale product matching A Primpeli, R Peeters, C Bizer Companion Proceedings of The 2019 World Wide Web Conference, 381-386, 2019 | 106 | 2019 |
Dual-objective fine-tuning of BERT for entity matching R Peeters, C Bizer Proceedings of the VLDB Endowment 14, 1913-1921, 2021 | 73 | 2021 |
Supervised contrastive learning for product matching R Peeters, C Bizer Companion Proceedings of the Web Conference 2022, 248-251, 2022 | 49 | 2022 |
Using chatgpt for entity matching R Peeters, C Bizer European Conference on Advances in Databases and Information Systems, 221-230, 2023 | 46 | 2023 |
Intermediate training of BERT for product matching R Peeters, C Bizer, G Glavaš small 745 (722), 2-112, 2020 | 44 | 2020 |
Entity matching using large language models R Peeters, A Steiner, C Bizer arXiv preprint arXiv:2310.11244, 2023 | 26 | 2023 |
Using schema. org annotations for training and maintaining product matchers R Peeters, A Primpeli, B Wichtlhuber, C Bizer Proceedings of the 10th international conference on web intelligence, mining …, 2020 | 24 | 2020 |
MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data. Z Zhang, C Bizer, R Peeters, A Primpeli Mwpd@ iswc, 2020 | 20 | 2020 |
WDC products: A multi-dimensional entity matching benchmark R Peeters, RC Der, C Bizer arXiv preprint arXiv:2301.09521, 2023 | 19 | 2023 |
SOTAB: The WDC Schema. org table annotation benchmark K Korini, R Peeters, C Bizer CEUR Workshop Proceedings 3320, 14-19, 2022 | 17 | 2022 |
Using the semantic web as a source of training data C Bizer, A Primpeli, R Peeters Datenbank-Spektrum 19, 127-135, 2019 | 15 | 2019 |
Cross-language learning for product matching R Peeters, C Bizer Companion Proceedings of the Web Conference 2022, 236-238, 2022 | 7 | 2022 |
Fine-tuning Large Language Models for Entity Matching A Steiner, R Peeters, C Bizer arXiv preprint arXiv:2409.08185, 2024 | 2 | 2024 |
The Web Data Commons Schema. org Table Corpora R Peeters, A Brinkmann, C Bizer Companion Proceedings of the ACM on Web Conference 2024, 1079-1082, 2024 | | 2024 |
Web Data Commons-Schema. org Table Corpus 2023 R Peeters, A Brinkmann, C Bizer | | 2024 |
Integrating product data using deep learning: Art.-Nr. 11 R Peeters, C Bizer Universität Ulm, 2022 | | 2022 |
Product Datasets from the MWPD2020 Challenge at the ISWC2020 Conference (Task 1) C Bizer, R Peeters, A Primpeli | | 2020 |
Web Data Commons Training and Test Sets for Large-Scale Product Matching-Version 2.0 C Bizer, A Primpeli, R Peeters | | 2019 |
WDC Product Data Corpus and Gold Standard for Large-Scale Product Matching (LSPM) R Peeters, A Primpeli, C Bizer | | |
Web Data Commons-Schema. org Table Annotation Benchmark K Korini, R Peeters, C Bizer | | |