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12/20/2022
TeSS: Zero-Shot Classification via Textual Similarity Comparison with Prompting using Sentence Encoder
We introduce TeSS (Text Similarity Comparison using Sentence Encoder), a...
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10/20/2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
Out-of-distribution (OOD) detection aims to discern outliers from the in...
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09/10/2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
GPT-3 shows remarkable in-context learning ability of large-scale langua...
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04/18/2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
Large-scale language models such as GPT-3 are excellent few-shot learner...
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03/07/2018