Search Results for author: Syed Musharraf Ali

Found 1 papers, 1 papers with code

KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents

1 code implementation • 17 Oct 2022 • Tobias Deußer, Syed Musharraf Ali, Lars Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa

We introduce KPI-EDGAR, a novel dataset for Joint Named Entity Recognition and Relation Extraction building on financial reports uploaded to the Electronic Data Gathering, Analysis, and Retrieval (EDGAR) system, where the main objective is to extract Key Performance Indicators (KPIs) from financial documents and link them to their numerical values and other attributes.

Ranked #1 on Joint Entity and Relation Extraction on KPI-EDGAR

Benchmarking F1 Score +6

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