Ralph Peeters

According to our database, Ralph Peeters authored at least 20 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web.

Aaron Steiner, Ralph Peeters, Christian Bizer

Proceedings of the ACM Web Conference 2026, 2026

2025

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report).

Aaron Steiner, Ralph Peeters, Christian Bizer

CoRR, November, 2025

WebMall - A Multi-Shop Benchmark for Evaluating Web Agents.

Ralph Peeters, Aaron Steiner, Luca Schwarz, Julian Yuya Caspary, Christian Bizer

CoRR, August, 2025

Entity matching using deep neural networks: From discriminative pre-trained language models to generative large language models.

Ralph Peeters

PhD thesis, 2025

Fine-Tuning Large Language Models for Entity Matching.

Aaron Steiner, Ralph Peeters, Christian Bizer

Proceedings of the 41st IEEE International Conference on Data Engineering, ICDE 2025, 2025

Entity Matching using Large Language Models.

Ralph Peeters, Aaron Steiner, Christian Bizer

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

The Web Data Commons Schema.org Table Corpora.

Ralph Peeters, Alexander Brinkmann, Christian Bizer

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

WDC Products: A Multi-Dimensional Entity Matching Benchmark.

Ralph Peeters, Reng Chiz Der, Christian Bizer

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Entity Matching using Large Language Models.

Ralph Peeters, Christian Bizer

CoRR, 2023

Using ChatGPT for Entity Matching.

Ralph Peeters, Christian Bizer

Proceedings of the New Trends in Database and Information Systems, 2023

2022

Supervised Contrastive Learning for Product Matching.

Ralph Peeters, Christian Bizer

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Cross-Language Learning for Product Matching.

Ralph Peeters, Christian Bizer

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

SOTAB: The WDC Schema.org Table Annotation Benchmark.

Keti Korini, Ralph Peeters, Christian Bizer

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, 2022

2021

Dual-Objective Fine-Tuning of BERT for Entity Matching.

Ralph Peeters, Christian Bizer

Proc. VLDB Endow., 2021

Cross-Language Learning for Entity Matching.

Ralph Peeters, Christian Bizer

CoRR, 2021

2020

Using schema.org Annotations for Training and Maintaining Product Matchers.

Ralph Peeters, Anna Primpeli, Benedikt Wichtlhuber, Christian Bizer

Proceedings of the WIMS 2020: The 10th International Conference on Web Intelligence, Mining and Semantics, Biarritz, France, June 30, 2020

Intermediate Training of BERT for Product Matching.

Ralph Peeters, Christian Bizer, Goran Glavas

Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020

MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data.

Ziqi Zhang, Christian Bizer, Ralph Peeters, Anna Primpeli

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), 2020

2019

Using the Semantic Web as a Source of Training Data.

Christian Bizer, Anna Primpeli, Ralph Peeters

Datenbank-Spektrum, 2019

The WDC Training Dataset and Gold Standard for Large-Scale Product Matching.

Anna Primpeli, Ralph Peeters, Christian Bizer

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019