Michaela Geierhos

Orcid: 0000-0002-8180-5606

Affiliations:
  • Bundeswehr University Munich, Research Institute CODE, Germany


According to our database1, Michaela Geierhos authored at least 63 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples.
CoRR, 2024

Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Keep It Simple: Evaluating Local Search-Based Latent Space Editing.
SN Comput. Sci., November, 2023

The problem of varying annotations to identify abusive language in social media content.
Nat. Lang. Eng., November, 2023

Towards comparable ratings: Exploring bias in German physician reviews.
Data Knowl. Eng., November, 2023

Generalizability of Abusive Language Detection Models on Homogeneous German Datasets.
Datenbank-Spektrum, March, 2023

Leveraging Semantic Search and LLMs for Domain-Adaptive Information Retrieval.
Proceedings of the Information and Software Technologies - 29th International Conference, 2023

Current language models' poor performance on pragmatic aspects of natural language.
Proceedings of the Working Notes of FIRE 2023, 2023

From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.
Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2023 Workshops, 2023

2022
Keep It Simple: Local Search-based Latent Space Editing.
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.
Proceedings of the HCI International 2022 Posters, 2022

Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.
Proceedings of the Data Management Technologies and Applications, 2022

NLytics at CheckThat!-2022: Hierarchical multi-class fake news detection of news articles exploiting the topic structure.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

CODE at CheckThat!-2022: Multi-class fake news detection of news articles with BERT.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Annotation Uncertainty in the Context of Grammatical Change.
CoRR, 2021

Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting.
Proceedings of the Natural Language Processing and Information Systems, 2021

Semantic Text Segment Classification of Structured Technical Content.
Proceedings of the Natural Language Processing and Information Systems, 2021

Using Bloom's Taxonomy to Classify Question Complexity.
Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

Influence of Training Data on the Invertability of Neural Networks for Handwritten Digit Recognition.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

A Multimodal Mixed Reality Data Exploration Framework for Tactical Decision Making.
Proceedings of the International Conference on Military Communication and Information Systems, 2021

Well-Being in Plastic Surgery: Deep Learning Reveals Patients' Evaluations.
Proceedings of the 10th International Conference on Data Science, 2021

Effective Detection of Hate Speech Spreaders on Twitter.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-service Providers.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Detection of Privacy Disclosure in the Medical Domain: A Survey.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.
Proceedings of the Information and Software Technologies - 26th International Conference, 2020

Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019
Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.
Comput., 2019

In Reviews We Trust: But Should We? Experiences with Physician Review Websites.
Proceedings of the 4th International Conference on Internet of Things, 2019

Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen.
Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

2018
CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.
Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

Back to Basics: Extracting Software Requirements with a Syntactic Approach.
Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.
Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.
Proceedings of the Natural Language Processing and Information Systems, 2018

Rate Your Physician: Findings from a Lithuanian Physician Rating Website.
Proceedings of the Information and Software Technologies - 24th International Conference, 2018

NLP in OTF Computing: Current Approaches and Open Challenges.
Proceedings of the Information and Software Technologies - 24th International Conference, 2018

Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.
Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), 2018

Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Studying software descriptions in SourceForge and app stores for a better understanding of real-life requirements.
Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, 2017

From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.
Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German.
Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2017

Internet of Things Architecture for Handling Stream Air Pollution Data.
Proceedings of the 2nd International Conference on Internet of Things, 2017

Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach.
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

2016
How to Complete Customer Requirements - Using Concept Expansion for Requirement Refinement.
Proceedings of the Natural Language Processing and Information Systems, 2016

Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung.
Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016

2015
Filtering Reviews by Random Individual Error.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.
Proceedings of the Information and Software Technologies - 21st International Conference, 2015

What Did You Mean? - Facing the Challenges of User-generated Software Requirements.
Proceedings of the ICAART 2015, 2015

Find a Physician by Matching Medical Needs Described in your Own Words.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

"I grade what I get but write what I think." Inconsistency Analysis in Patients' Reviews.
Proceedings of the 23rd European Conference on Information Systems, 2015

Identifikation kognitiver Effekte in Online-Bewertungen.
Proceedings of the 2. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2015

Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.
Proceedings of the 2. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2015

Understanding the Patient 2.0 - Gaining Insight into Patients' Rating Behavior by User-Generated Physician Review Mining.
Proceedings of the Modeling and Using Context, 2015

2014
System Thinking: Crafting Scenarios for Prescriptive Analytics.
Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) co-located with Konvens 2014, 2014

Linked Open Data System for Scientific Data Sets.
Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) co-located with Konvens 2014, 2014

2011
Buy, Sell, or Hold? Information Extraction from Stock Analyst Reports.
Proceedings of the Modeling and Using Context, 2011

2009
Key Expression driven Record Mining for Event Calendar Search.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

Business Specific Online Information Extraction from German Websites.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

2008
RELAX - Extractino of Semantic Relations in Biographical Contexts.
Trait. Autom. des Langues, 2008

2007
Informationsextraktion aus Stellenanzeigen im Internet.
Proceedings of the LWA 2007: Lernen - Wissen, 2007


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