Papers by Annika Marie Schoene
Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language (2025.coling-main)
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| Challenge: | Recent years have seen a marked increase in research that aims to identify or predict risk, intention or ideation of suicide in the context of Western culture. |
| Approach: | They propose to translate an existing dictionary related to suicide into 200 different languages and conduct human evaluations on a subset of translated dictionaries. |
| Outcome: | The proposed project aims to identify or predict risk, intention or ideation of suicide in the context of Western culture and reduce suicide rate by 2030 is one of the UN’s Sustainable Development Goals. |
RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification (2022.lrec-1)
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| Challenge: | Existing knowledge resources for sentiment analysis (SA) tasks are either large, common-sense knowledge graphs (KGs) that cover a limited amount of polarities/emotions or they are smaller in size (e.g. lexicons) . however, these resources are limited by the low coverage of e.t. and scalability. |
| Approach: | They propose a new directed KG called ‘RELATE’ which incorporates the benefit of semantics without relying on costly human annotation. |
| Outcome: | The proposed KG overcomes low coverage of emotions and scalability issues . it is the first KG of its size to cover Ekman’s six basic emotions that are directed towards entities. |