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Birgit Kirsch
Observed name:
Kirsch, Birgit
Institution:
Fraunhofer Institute for Intelligent Analysis and Information Systems
Observed institution:
Fraunhofer Institute for Intelligent Analysis and Information Systems
ORCID:
0000-0002-4888-4947
Observed ORCID:
0000-0002-4888-4947
OpenAlex ID:
A5004068693
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
2021
·
Laura von Rueden
, Sebastian Mayer
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
1,003
PDF
E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time
2017
·
Clemens Havas
, Bernd Resch
, et al.
·
Sensors
·
91
PDF
Towards Automated Auditing with Machine Learning
2019
·
Rafet Sifa
, Anna Ladi
, et al.
·
ACM Symposium on Document Engineering (DocEng)
·
46
Robust End-User-Driven Social Media Monitoring for Law Enforcement and Emergency Monitoring
2018
·
Birgit Kirsch
, Sven Giesselbach
, et al.
·
SpringerBriefs in criminology
·
5
PDF
Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic
2020
·
Birgit Kirsch
, Zamira Niyazova
, et al.
·
Communications in computer and information science
·
3
Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain
2020
·
Kirsch, Birgit
, Giesselbach, Sven
, et al.
·
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)
·
3
PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction
2025
·
Birgit Kirsch
, Héctor Allende-Cid
, et al.
·
Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
·
1
PDF
Joint Inference for Informed End-to-End Knowledge Base Population
2026
·
Birgit Kirsch
, Katharina Beckh
, et al.
·
Lecture notes in computer science
Leveraging MLOps: Developing a Sequential Classification System for RFQ Documents in Electrical Engineering
2025
·
Claudio Martens
, Hammam Abdelwahab
, et al.
·
IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
SKIE-SRL: Structured Key Information Extraction from Business Documents Using Statistical Relational Learning
2025
·
Birgit Kirsch
, Xiang Yu
, et al.
·
Lecture notes in computer science
US farmers and consumers ripped of worst?
2001
·
Hemme, Torsten
, Kirsch, Birgit
·
OpenAgrar
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Works count:
16
Citation count:
1,177
H-index:
5
I10-index:
4
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