Titlebook: Natural Language Processing and Information Systems; 29th International C Amon Rapp,Luigi Di Caro,Vijayan Sugumaran Conference proceedings

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Wondimagegnhue Tsegaye Tufa,Ilia Markov,Piek Vossenns and how these are adapted during translation.Combines the.This book provides a large-scale empirical multilingual study of crosslinguistic differences in the language of destination promotion. The book explores how tourism texts are negotiated in translation, and how the translated texts reflect

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,Fine-Tuning BERT on Coarse-Grained Labels: Exploring Hidden States for Fine-Grained Classification,. Additionally, in the clustering analysis, a thorough examination of the hidden layers is conducted to identify clusters that align with fine-grained label distinctions. The identification of such patterns further proves that the BERT model indeed encodes fine-grained label information within its h

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,Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights,rse datasets, where it shows improvement over both standard fine-tuning methods and state-of-the-art knowledge distillation models. Furthermore, we explore explanations of the success of the model by analyzing the important tokens extracted from the teacher model. Our findings reveal that in 68% of

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