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Muhammad ElNokrashy

2 accepted papers

2024

Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification

COLING 2024main

Language Models pretrained on large textual data have been shown to encode different types of knowledge simultaneously. Traditionally, only the features from the last layer are used when adapting to new tasks or data. We put forward that, when using or finetuning deep pretrained models, intermediate…

2024

Investigating Cultural Alignment of Large Language Models

ACL 2024long

The intricate relationship between language and culture has long been a subject of exploration within the realm of linguistic anthropology. Large Language Models (LLMs), promoted as repositories of collective human knowledge, raise a pivotal question: do these models genuinely encapsulate the divers…