Papers with computational annotation
The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change (2024.eacl-demo)
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Dominik Schlechtweg, Shafqat Mumtaz Virk, Pauline Sander, Emma Sköldberg, Lukas Theuer Linke, Tuo Zhang, Nina Tahmasebi, Jonas Kuhn, Sabine Schulte Im Walde
| Challenge: | DURel is an open source tool for semantic proximity between word uses. |
| Approach: | They present an open-source tool for the annotation of semantic proximity between word uses. |
| Outcome: | The proposed tool supports standardized human annotation and computational annotation, building on recent advances with Word-in-Context models. |
PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation (2026.acl-long)
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| Challenge: | Personality disorders are chronic, rigid patterns of thinking, behavior, and emotions that deviate from cultural norms and persist in social settings. |
| Approach: | They propose a large-scale, clinically grounded dataset that supports multidimensional study of personality pathology and standardized evaluation of LLM steering toward clinically ground behavioral targets. |
| Outcome: | The PersonalityDBench dataset supports multidimensional study of personality pathology and evaluation of LLM steering toward clinically grounded behavioral targets. |