Papers by Jan Nehring
A Framework for the Needs of Different Types of Users in Multilingual Semantic Enrichment (L18-1)
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| Challenge: | FREME framework bridges Language Technologies (LT) and Linked Data (LD) core attributes of FREMe are usability, reusability and interoperability. |
| Approach: | They define user types and user levels and describe how they influence design decisions in a LT and Linked Data processing framework. |
| Outcome: | The proposed framework bridges Language Technologies (LT) and Linked Data (LD) it addresses common challenges that researchers and industry face when integrating LT and LD: interoperability, "silo" solutions and the lack of adequate tooling. |
Large Language Models Are Echo Chambers (2024.lrec-main)
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Jan Nehring, Aleksandra Gabryszak, Pascal Jürgens, Aljoscha Burchardt, Stefan Schaffer, Matthias Spielkamp, Birgit Stark
| Challenge: | Modern large language models and chatbots are subject to criticism in many aspects. |
| Approach: | They show that large language models and chatbots are echo chambers . they annotate inputs and show that all chatbot agree . |
| Outcome: | The proposed models show that they tend to agree with the opinions of their users. |