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06/05/2023
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research
This evidence-based position paper critiques current research practices ...
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01/03/2022
Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models
We perform knowledge distillation (KD) benchmark from task-specific BERT...
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12/16/2020
No Budget? Don't Flex! Cost Consideration when Planning to Adopt NLP for Your Business
Recent advances in Natural Language Processing (NLP) have largely pushed...
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11/06/2020