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@wbsg-uni-mannheim

Web-based Systems Group @ University of Mannheim

We explore technical and empirical questions concerning the development of global, decentralized information environments.

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  1. productbert-intermediate productbert-intermediate Public

    This repository contains code and data download scripts for the paper "Intermediate Training of BERT for Product Matching" by Ralph Peeters, Christian Bizer and Goran Glavaš.

    Python 38 11

  2. wdc-lspc-v2 wdc-lspc-v2 Public

    This repository contains code and data download scripts for the paper "Using schema.org annotations for training and maintaining product matchers" by Ralph Peeters, Anna Primpeli, Benedikt Wichtlhu…

    Jupyter Notebook 16 3

  3. WDCFramework WDCFramework Public

    Java Framework which is used by the Web Data Commons project to extract Microdata, Microformats and RDFa data, Web graphs, and HTML tables from the web crawls provided by the Common Crawl Foundation.

    Java 9 1

  4. contrastive-product-matching contrastive-product-matching Public

    This repository contains the code to reproduce the experiments of the poster "Supervised Contrastive Learning for Product Matching"

    Python 39 15

  5. TabAnnGPT TabAnnGPT Public

    This repository contains code and data for reproducing the experiments of three papers that focus on two subtasks of table annotation: column type annotation (CTA) the task of annotating table colu…

    Python 11 2

  6. MatchGPT MatchGPT Public

    This repository contains code and extensive prompt examples to reproduce and extend the experiments in our papers "Using ChatGPT for Entity Matching" and "Entity Matching using Large Language Models".

    Jupyter Notebook 58 12

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