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Alexander Brinkmann

5 papers hereh-index 7125 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.DB1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedUsing LLMs for the Extraction and Normalization of Product Attribute Values

15 citations · 26 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CL2023★ 1 cited

ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction

Alexander Brinkmann, Roee Shraga, Christian Bizer

E-commerce platforms require structured product data in the form of attribute-value pairs to offer features such as faceted product search or attribute-based product comparison. Ho…

cs.CL2023★ 10 cited

Product Information Extraction using ChatGPT

Alexander Brinkmann, Roee Shraga, Reng Chiz Der +1

Structured product data in the form of attribute/value pairs is the foundation of many e-commerce applications such as faceted product search, product comparison, and product recom…

cs.DB2023

SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines

Alexander Brinkmann, Roee Shraga, Christian Bizer

The goal of entity resolution is to identify records in multiple datasets that represent the same real-world entity. However, comparing all records across datasets can be computati…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.