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05/22/2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
Intermediate training of pre-trained transformer-based language models o...
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10/13/2022
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers
Demographic factors (e.g., gender or age) shape our language. Previous w...
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08/01/2022
On the Limitations of Sociodemographic Adaptation with Transformers
Sociodemographic factors (e.g., gender or age) shape our language. Previ...
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05/30/2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
This paper introduces our proposed system for the MIA Shared Task on Cro...
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05/20/2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
Research on (multi-domain) task-oriented dialog (TOD) has predominantly ...
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10/15/2021