Ann-Sophie Gnehm
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Keywords
text classification
(3)
transfer learning
(2)
job advertisement
(2)
multilingual nlp
(1)
cross-lingual transfer
(1)
named entity recognition
(1)
multi-label classification
(1)
unsupervised classification
(1)
semantic similarity
(1)
semantic embedding
(1)
metric learning
(1)
sentence embedding
(1)
contextualized embedding
(1)
occupation classification
(1)
multilingual classification
(1)
sentence transformer
(1)
label refinement
(1)
transformer-based language model
(1)
skill extraction
(1)
ontology mapping
(1)
Papers
Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data
ACL 2025
Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology
COLING 2024
Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads
EMNLP 2022
Text Zoning and Classification for Job Advertisements in German, French and English
EMNLP 2020