Ralph Peeters

24 papers A* 1B 2Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web.
WWW
Aaron Steiner, Ralph Peeters, Christian Bizer
2025 B conf
Entity Matching using Large Language Models.
EDBT
Ralph Peeters, Aaron Steiner, Christian Bizer
2025 — —
Entity matching using deep neural networks: From discriminative pre-trained language models to generative large language models.
Ralph Peeters
2025 — conf
Fine-Tuning Large Language Models for Entity Matching.
ICDEW
Aaron Steiner, Ralph Peeters, Christian Bizer
2025 J jnl
MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report).
CoRR
Aaron Steiner, Ralph Peeters, Christian Bizer
2025 J jnl
WebMall - A Multi-Shop Benchmark for Evaluating Web Agents.
CoRR
Ralph Peeters, Aaron Steiner, Luca Schwarz, Julian Yuya Caspary, Christian Bizer
2024 J jnl
Fine-tuning Large Language Models for Entity Matching.
CoRR
Aaron Steiner, Ralph Peeters, Christian Bizer
2024 — conf
The Web Data Commons Schema.org Table Corpora.
WWW (Companion Volume)
Ralph Peeters, Alexander Brinkmann, Christian Bizer
2024 B conf
WDC Products: A Multi-Dimensional Entity Matching Benchmark.
EDBT
Ralph Peeters, Reng Chiz Der, Christian Bizer
2023 J jnl
Entity Matching using Large Language Models.
CoRR
Ralph Peeters, Christian Bizer
2023 — conf
Using ChatGPT for Entity Matching.
ADBIS (Short Papers)
Ralph Peeters, Christian Bizer
2023 J jnl
Using ChatGPT for Entity Matching.
CoRR
Ralph Peeters, Christian Bizer
2023 J jnl
WDC Products: A Multi-Dimensional Entity Matching Benchmark.
CoRR
Ralph Peeters, Reng Chiz Der, Christian Bizer
2022 — conf
Cross-Language Learning for Product Matching.
WWW (Companion Volume)
Ralph Peeters, Christian Bizer
2022 — conf
SOTAB: The WDC Schema.org Table Annotation Benchmark.
SemTab@ISWC
Keti Korini, Ralph Peeters, Christian Bizer
2022 — conf
Supervised Contrastive Learning for Product Matching.
WWW (Companion Volume)
Ralph Peeters, Christian Bizer
2022 J jnl
Supervised Contrastive Learning for Product Matching.
CoRR
Ralph Peeters, Christian Bizer
2021 J jnl
Cross-Language Learning for Entity Matching.
CoRR
Ralph Peeters, Christian Bizer
2021 J jnl
Dual-Objective Fine-Tuning of BERT for Entity Matching.
Proc. VLDB Endow.
Ralph Peeters, Christian Bizer
2020 — conf
Intermediate Training of BERT for Product Matching.
DI2KG@VLDB
Ralph Peeters, Christian Bizer, Goran Glavas
2020 — conf
MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data.
MWPD@ISWC
Ziqi Zhang, Christian Bizer, Ralph Peeters, Anna Primpeli
2020 — conf
Using schema.org Annotations for Training and Maintaining Product Matchers.
WIMS
Ralph Peeters, Anna Primpeli, Benedikt Wichtlhuber, Christian Bizer
2019 — conf
The WDC Training Dataset and Gold Standard for Large-Scale Product Matching.
WWW (Companion Volume)
Anna Primpeli, Ralph Peeters, Christian Bizer
2019 J jnl
Using the Semantic Web as a Source of Training Data.
Datenbank-Spektrum
Christian Bizer, Anna Primpeli, Ralph Peeters