Lars Hillebrand

University of Bonn — Germany

Computer Science · Physical Sciences

9h-index410citations35works1.32yr avg
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Research Topics

Topic Modeling(22), Advanced Text Analysis Techniques(14), Stock Market Forecasting Methods(12), Natural Language Processing Techniques(11), Medical Imaging Techniques and Applications(3)

Publications35 total

Informed Named Entity Recognition Decoding for Generative Language Models
2024· 3 cited
Leveraging Large Language Models for Few-Shot KPI Extraction from Financial Reports
2024· 1 cited
A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain
2024· 3 cited
Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance
2024· 1 citedOpen Access
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness
arXiv (Cornell University)·2024Open Access
Pointer-Guided Pre-training: Infusing Large Language Models with Paragraph-Level Contextual Awareness
Lecture notes in computer science·2024
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
2023· 25 citedOpen Access
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models
2023· 6 cited
Informed Named Entity Recognition Decoding for Generative Language Models
arXiv (Cornell University)·2023· 5 citedOpen Access
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
arXiv (Cornell University)·2023· 2 citedOpen Access
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
2023· 25 citedOpen Access
sustain.AI
2023· 6 citedOpen Access
Automatic Consistency Checking of Table and Text in Financial Documents
Proceedings of the Northern Lights Deep Learning Workshop·2023· 5 citedOpen Access
Towards automating Numerical Consistency Checks in Financial Reports
2022 IEEE International Conference on Big Data (Big Data)·2022· 12 cited
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents
2022· 14 cited
Towards automating Numerical Consistency Checks in Financial Reports
arXiv (Cornell University)·2022· 4 citedOpen Access
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents
arXiv (Cornell University)·2022· 4 citedOpen Access
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports
2022 26th International Conference on Pattern Recognition (ICPR)·2022· 41 cited
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports
arXiv (Cornell University)·2022· 3 citedOpen Access
Towards Generating Financial Reports from Tabular Data Using Transformers
Lecture notes in computer science·2022· 7 cited
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Frequent Co-authors

Christian Bauckhage(26), Rafet Sifa(24), Tobias Deußer(15), Rüdiger Loitz(12), Bernd Kliem(11), Tim Dilmaghani(10), Maren Pielka(8), David Biesner(8), Armin Berger(6), Rafet Sifa(6), David Leonhard(5), Anna Ladi(4), Rajkumar Ramamurthy(4), Max Lübbering(4), M. Ben Khaled(4), Robert Lapp(3), Willi A. Kalender(3), Robin Stenzel(3), Syed Musharraf Ali(3), Marc Robin Stenzel(3)