Michaela Geierhos
5 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
named entity recognition
(3)
relation extraction
(1)
information extraction
(1)
multimodal learning
(1)
bias detection
(1)
generalization ability
(1)
benchmark dataset
(1)
vision-language model
(1)
transformer encoder
(1)
gender bia
(1)
f1 score
(1)
fine-grained alignment
(1)
entity contamination
(1)
minimum cut algorithm
(1)
train-test leakage
(1)
performance overestimation
(1)
conceptual understanding
(1)
dataset splitting
(1)
contrastive learning
(1)
hard negative sample
(1)
Papers
Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance
ACL 2025
Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models
COLING 2024
Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples
ACL 2024
ITER: Iterative Transformer-based Entity Recognition and Relation Extraction
EMNLP 2024
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
EMNLP 2016