8 citations · 20 across the 7 of their papers we have counts for
4 papers · 1 filter
Towards automating Numerical Consistency Checks in Financial Reports
Lars Hillebrand, Tobias Deußer, Tim Dilmaghani +4
We introduce KPI-Check, a novel system that automatically identifies and cross-checks semantically equivalent key performance indicators (KPIs), e.g. "revenue" or "total costs", in…
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers
David Biesner, Maren Pielka, Rajkumar Ramamurthy +4
Natural language processing methods have several applications in automated auditing, including document or passage classification, information retrieval, and question answering. Ho…
Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis
David Biesner, Thore Gerlach, Christian Bauckhage +2
Many applications in automated auditing and the analysis and consistency check of financial documents can be formulated in part as the subset sum problem: Given a set of numbers an…
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports
Lars Hillebrand, Tobias Deußer, Tim Dilmaghani +4
We present KPI-BERT, a system which employs novel methods of named entity recognition (NER) and relation extraction (RE) to extract and link key performance indicators (KPIs), e.g.…