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Web-based Systems (Prof. Bizer) | Universität Mannheim

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url https://www.uni-mannheim.de/dws/research/focus-groups/web-based-systems-prof-bizer/
site_name
title Web-based Systems (Prof. Bizer)
description
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  • [H1] Focus Group: Web-based Systems
  • [H2] (Prof. Bizer)
  • [H2] News
  • [H2] People
  • [H2] Data and Software
  • [H2] Awards
  • [H2] Teaching
  • [H2] Publications
  • [H4] 2026
  • [H4] 2025
  • [H4] 2024
  • [H4] 2023
  • [H4] 2022
  • [H4] 2021
  • [H4] 2020
  • [H4] 2019
  • [H4] 2018
  • [H4] 2017
  • [H4] 2016
  • [H4] Data and Web Science Group

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Paper on End-to-End Data Integration using LLMs accepted at Beyond SQL Workshop We are happy to announce that the paper “Automatic End-to-End Data Integration using Large Language Models” by Aaron Steiner and Christian Bizer been accepted at the workshop “Beyond SQL – AI for Complex Data Management” at the IEEE International Conference on Data Engineering (ICDE). The ... intern natürliche Links
- intern natürliche Links
Paper on Agent Interfaces to the Web accepted at the Web Conference 2026 We are happy to announce that the paper “MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web” by Aaron Steiner, Ralph Peeters, and Christian Bizer been accepted for the the ACM Web Conference 2026 as a short paper. The Web conference ... intern natürliche Links
- intern natürliche Links
PyDI – Python Data Integration Framework Version 0.2 released We are happy to announce the release of Version 0.2 of the PyDI Data Integration Framework. The new release features improved data normalization and translation methods, JSON Schema integration, additional use cases, as well as new tutorials and extended documentation. intern natürliche Links
- intern natürliche Links
Comparison of Agent Interfaces to the Web presented at Göttingen AI Developer Meetup Aaron Steiner has presented the results of a series of experiments comparing the effectiveness and efficiency of different interfaces for LLM agents to interact with websites at the Göttingen AI Developer Meetup. intern natürliche Links
all news intern natürliche Links
Prof. Dr. Christian Bizer intern natürliche Links
Dr. Ralph Peeters intern natürliche Links
Aaron Steiner intern natürliche Links
Keti Korini intern natürliche Links
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MatchGPT – Entity Matching using Large Language Models extern natürliche Links
ExtractGPT – Attribute Value Extraction using Large Language Models extern natürliche Links
WebMall – A Multi-Shop Benchmark for Evaluating Web Agents extern natürliche Links
PyDI – Python Data Integration Framework extern natürliche Links
WebDataCommons RDFa/Microdata/Microformat Datasets extern natürliche Links
WebDataCommons Web Tables extern natürliche Links
WInte.r – Web Data Integration Framework extern natürliche Links
DBpedia – Querying Wikipedia like a Database extern natürliche Links
T2D Gold Standard for Evaluating Web Table Matching Systems extern natürliche Links
our projects on github extern natürliche Links
Best Paper Award at iiWAS 2024 intern natürliche Links
Best Paper Award at VLDB Tabular Data Analysis Workshop intern natürliche Links
SemTab Challenge at International Semantic Web Conference 2022 extern natürliche Links
SIGMOD Programming Contest 2022 extern natürliche Links
SWSA Ten-Year Award at International Semantic Web Conference 2019  extern natürliche Links
SWSA Ten-Year Award at International Semantic Web Conference 2017  extern natürliche Links
Best Demo Award at Extended Semantic Web Conference 2016 intern natürliche Links
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Seminar on Solving Complex Tasks using Large Language Models intern natürliche Links
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Evaluating knowledge generation and self-refinement strategies for LLM-based column type annotation extern natürliche Links
Integrating product data from the web using deep learning techniques extern natürliche Links
Self-refinement strategies for LLM-based product attribute value extraction extern natürliche Links
ExtractGPT: Exploring the potential of Large Language Models for product attribute value extraction extern natürliche Links
Column property annotation using large language models extern natürliche Links
Entity matching using deep neural networks: From discriminative pre-trained language models to generative large language models extern natürliche Links
Entity matching using large language models extern natürliche Links
Fine-tuning large language models for entity matching extern natürliche Links
Using LLMs for the extraction and normalization of product attribute values extern natürliche Links
SC-block: Supervised contrastive blocking within entity resolution pipelines extern natürliche Links
The Web Data Commons Schema.org Table Corpora extern natürliche Links
GPT-4 versus BERT: Which foundation model is more suitable for integrating data from the web? extern natürliche Links
Linked data – the story so far extern natürliche Links
Neural data search for table augmentation extern natürliche Links
The Web Data Commons Schema.Org Data Set Series extern natürliche Links
Results of SemTab 2023 extern natürliche Links
Column type annotation using ChatGPT extern natürliche Links
Using ChatGPT for Entity Matching extern natürliche Links
WDC products: A multi-dimensional entity matching benchmark extern natürliche Links
SOTAB: The WDC Schema.org table annotation benchmark extern natürliche Links
Cross-language learning for product matching extern natürliche Links
Integrating product data using deep learning : Art.-Nr. 11 extern natürliche Links
Supervised contrastive learning for product matching extern natürliche Links
Reducing the labeling effort for entity resolution using distant supervision and active learning extern natürliche Links
Impact of the characteristics of multi-source entity matching tasks on the performance of active learning methods extern natürliche Links
Improving hierarchical product classification using domain-specific language modelling extern natürliche Links
Dual-objective fine-tuning of BERT for entity matching extern natürliche Links
Graph-boosted active learning for multi-source entity resolution extern natürliche Links
Augmenting cross-domain knowledge bases using web tables extern natürliche Links
Intermediate training of BERT for product matching extern natürliche Links
Using schema.org annotations for training and maintaining product matchers extern natürliche Links
Learning expressive linkage rules from sparse data extern natürliche Links
Profiling entity matching benchmark tasks extern natürliche Links
Unsupervised bootstrapping of active learning for entity resolution extern natürliche Links
MWPD2020: Semantic Web challenge on Mining the Web of HTML-embedded product data extern natürliche Links
Using the Semantic Web as a source of training data extern natürliche Links
Web table integration and profiling for knowledge base augmentation extern natürliche Links
Profiling the semantics of n-ary web table data extern natürliche Links
Synthesizing N-ary relations from web tables extern natürliche Links
Local and global feature selection for multilabel classification with binary relevance : An empirical comparison on flat and hierarchical problems extern natürliche Links
Extending cross-domain knowledge bases with long tail entities using web table data extern natürliche Links
Using weak supervision to identify long-tail entities for knowledge base completion extern natürliche Links
Robust active learning of expressive linkage rules extern natürliche Links
The WDC training dataset and gold standard for large-scale product matching extern natürliche Links
Linked Open Data extern natürliche Links
RDF Technology extern natürliche Links
Resource Description Framework extern natürliche Links
Density- and correlation-based table extension extern natürliche Links
A machine learning approach for product matching and categorization extern natürliche Links
Knowledge graphs and language technology : ISWC 2016 International Workshops: KEKI and NLP&DBpedia, Kobe, Japan, October 17–21, 2016, revised selected papers extern natürliche Links
The Semantic Web: ESWC 2017 Satellite Events : ESWC 2017 Satellite Events, Portorož, Slovenia, May 28 – June 1, 2017, revised selected papers extern natürliche Links
Biased graph walks for RDF graph embeddings extern natürliche Links
Entity matching on web tables: a table embeddings approach for blocking extern natürliche Links
Language-agnostic relation extraction from Wikipedia abstracts extern natürliche Links
WikiV3 results for OAEI 2017 extern natürliche Links
WebIsALOD: providing hypernymy relations extracted from the web as linked open data extern natürliche Links
Where is that button again?! – Towards a universal GUI search engine extern natürliche Links
DBkWik: towards knowledge graph creation from thousands of wikis extern natürliche Links
Ensembles of recurrent neural networks for robust time series forecasting extern natürliche Links
LDOW2017: 10th Workshop on Linked Data on the Web extern natürliche Links
Stitching web tables for improving matching quality extern natürliche Links
WInte.r – a web data integration framework extern natürliche Links
An approach to correction of erroneous links in knowledge graphs extern natürliche Links
Detection of relation assertion errors in knowledge graphs extern natürliche Links
Synthesizing knowledge graphs for link and type prediction benchmarking extern natürliche Links
Type prediction in noisy RDF knowledge bases using hierarchical multilabel classification with graph and latent features extern natürliche Links
Web-scale profiling of semantic annotations in HTML pages extern natürliche Links
Towards more accurate statistical profiling of deployed schema.org microdata extern natürliche Links
Estimating missing temporal meta-information using Knowledge-Based-Trust extern natürliche Links
A robust number parser based on conditional random fields extern natürliche Links
Data-driven joint debugging of the DBpedia mappings and ontology extern natürliche Links
Knowledge graph refinement: A survey of approaches and evaluation methods extern natürliche Links
Towards profiling knowledge graphs extern natürliche Links
Extracting attribute-value pairs from product specifications on the web extern natürliche Links
The WDC gold standards for product feature extraction and product matching extern natürliche Links
Generalizing matching knowledge using active learning extern natürliche Links
The Web Data Commons structured data extraction extern natürliche Links
One knowledge graph to rule them all? Analyzing the differences between DBpedia, YAGO, Wikidata & co. extern natürliche Links
Web-scale web table to knowledge base matching extern natürliche Links
Matching web tables to DBpedia – a feature utility study extern natürliche Links
RDF spreadsheet editor : get (G)rid of your RDF data entry problems extern natürliche Links
An unsupervised data-driven method to discover equivalent relations in large Linked Datasets extern natürliche Links
LDOW 2016 : Proceedings of the Workshop on Linked Data on the web, LDOW 2016, co-located with 25th International World Wide Web Conference(WWW 2016); Montreal, Canada, April 12th, 2016 extern natürliche Links
LDOW2016: 9th Workshop on Linked Data on the Web extern natürliche Links
Overview of the EVALITA 2016 Named Entity rEcognition and Linking in Italian Tweets (NEEL-IT) Task extern natürliche Links
Editorial: Special issue on web data quality extern natürliche Links
Gathering alternative surface forms for DBpedia entities extern natürliche Links
Evaluating entity linking: an analysis of current benchmark datasets and a roadmap for doing a better job extern natürliche Links
A Web application to search a large repository of taxonomic relations from the Web extern natürliche Links
Extending RapidMiner with data search and integration capabilities extern natürliche Links
Top-k shortest paths in directed labeled multigraphs extern natürliche Links
What SPARQL query logs tell and do not tell about semantic relatedness in LOD : or: the unsuccessful attempt to improve the browsing experience of DBpedia by exploiting query logs extern natürliche Links
Web table column categorisation and profiling extern natürliche Links
A large public corpus of web tables containing time and context metadata extern natürliche Links
Type prediction in RDF knowledge bases using hierarchical multilabel classification extern natürliche Links
Towards combining ontology matchers via anomaly detection extern natürliche Links
Conference Linked Data: the ScholarlyData project extern natürliche Links
Semantic Web Conference ontology – a refactoring solution extern natürliche Links
Fusing time-dependent web table data extern natürliche Links
14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15 extern natürliche Links
Fast approximate A-box consistency checking using machine learning extern natürliche Links
Can predicate lexicalizations help in named entity disambiguation? extern natürliche Links
Can you judge a music album by its cover? extern natürliche Links
Enriching product ads with Metadata from HTML annotations extern natürliche Links
Analyzing statistics with background knowledge from Linked Open Data extern natürliche Links
RDF2Vec: RDF graph embeddings for data mining extern natürliche Links
Semantic Web in data mining and knowledge discovery: a comprehensive survey extern natürliche Links
The Linked Data Mining Challenge 2016 extern natürliche Links
A collection of benchmark datasets for systematic evaluations of machine learning on the Semantic Web extern natürliche Links
Profiling the potential of web tables for augmenting cross-domain knowledge bases extern natürliche Links
RDF graph embeddings for content-based recommender systems extern natürliche Links
A large DataBase of hypernymy relations extracted from the Web extern natürliche Links
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