Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data

no code implementations • 23 Feb 2023 • Alexander Flick, Sebastian Jäger, Ivana Trajanovska, Felix Biessmann

Extracting structured information from unstructured data is one of the key challenges in modern information retrieval applications, including e-commerce.

Attribute Attribute Extraction +3

GreenDB -- A Dataset and Benchmark for Extraction of Sustainability Information of Consumer Goods

1 code implementation • 21 Jul 2022 • Sebastian Jäger, Alexander Flick, Jessica Adriana Sanchez Garcia, Kaspar von den Driesch, Karl Brendel, Felix Biessmann

We present initial results demonstrating that ML models trained with our data can reliably (F1 score 96%) predict the sustainability label of products.

GreenDB: Toward a Product-by-Product Sustainability Database

1 code implementation • 5 May 2022 • Sebastian Jäger, Jessica Greene, Max Jakob, Ruben Korenke, Tilman Santarius, Felix Biessmann

We present our proof of concept implementation of a scraping system that creates the GreenDB dataset.

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