Ann-Sophie Gnehm
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (17)
๐งญ
Keyword Pioneer
๐
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
COLING (1)
Top co-authors
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