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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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08/29/2022
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity
Semantically meaningful sentence embeddings are important for numerous t...
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10/26/2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain
During the fine-tuning phase of transfer learning, the pretrained vocabu...
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10/18/2021
Natural Attribute-based Shift Detection
Despite the impressive performance of deep networks in vision, language,...
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11/26/2020
Evaluation of Out-of-Distribution Detection Performance of Self-Supervised Learning in a Controllable Environment
We evaluate the out-of-distribution (OOD) detection performance of self-...
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09/20/2020