Papers with knowledge-guided lexica
Building Knowledge-Guided Lexica to Model Cultural Variation (2024.naacl-long)
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| Challenge: | Cultural variation exists between nations, but also within regions . Historically, it has been difficult to computationally model cultural variation due to a lack of training data and scalability constraints. |
| Approach: | They propose a method to measure cultural variation using a knowledge-guided lexical model using geolocated tweets. |
| Outcome: | The proposed method could help us better understand the way people communicate and build more culturally-aware NLP systems. |