The WDC Training Dataset and Gold Standard for Large-Scale Product Matching. - Anna Primpeli; Ralph Peeters; Christian Bizer (WWW (Companion Volume), 2019)

Using the Semantic Web as a Source of Training Data. - Christian Bizer; Anna Primpeli; Ralph Peeters (Datenbank-Spektrum, 2019)

MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data. - Ziqi Zhang 001; Christian Bizer; Ralph Peeters; Anna Primpeli (MWPD@ISWC, 2020)

Intermediate Training of BERT for Product Matching. - Ralph Peeters; Christian Bizer; Goran Glavas (DI2KG@VLDB, 2020)

Using schema.org Annotations for Training and Maintaining Product Matchers. - Ralph Peeters; Anna Primpeli; Benedikt Wichtlhuber; Christian Bizer (WIMS, 2020)

Cross-Language Learning for Entity Matching. - Ralph Peeters; Christian Bizer (CoRR, 2021)

Dual-Objective Fine-Tuning of BERT for Entity Matching. - Ralph Peeters; Christian Bizer (Proc. VLDB Endow., 2021)

SOTAB: The WDC Schema.org Table Annotation Benchmark. - Keti Korini; Ralph Peeters; Christian Bizer (SemTab@ISWC, 2022)

Cross-Language Learning for Product Matching. - Ralph Peeters; Christian Bizer (WWW (Companion Volume), 2022)

Supervised Contrastive Learning for Product Matching. - Ralph Peeters; Christian Bizer (WWW (Companion Volume), 2022)

Using ChatGPT for Entity Matching. - Ralph Peeters; Christian Bizer (ADBIS (Short Papers), 2023)

Entity Matching using Large Language Models. - Ralph Peeters; Christian Bizer (CoRR, 2023)

WDC Products: A Multi-Dimensional Entity Matching Benchmark. - Ralph Peeters; Reng Chiz Der; Christian Bizer (EDBT, 2024)

The Web Data Commons Schema.org Table Corpora. - Ralph Peeters; Alexander Brinkmann; Christian Bizer (WWW (Companion Volume), 2024)

Entity Matching using Large Language Models. - Ralph Peeters; Aaron Steiner; Christian Bizer (EDBT, 2025)

Fine-Tuning Large Language Models for Entity Matching. - Aaron Steiner; Ralph Peeters; Christian Bizer (ICDEW, 2025)