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05/23/2023
DetGPT: Detect What You Need via Reasoning
In recent years, the field of computer vision has seen significant advan...
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10/22/2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
Recently, dataset-generation-based zero-shot learning has shown promisin...
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05/25/2022
ZeroGen^+: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning
Nowadays, owing to the superior capacity of the large pre-trained langua...
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02/17/2022
Revisiting Over-smoothing in BERT from the Perspective of Graph
Recently over-smoothing phenomenon of Transformer-based models is observ...
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02/16/2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
There is a growing interest in dataset generation recently due to the su...
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07/15/2021
AutoBERT-Zero: Evolving BERT Backbone from Scratch
Transformer-based pre-trained language models like BERT and its variants...
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02/25/2021
SparseBERT: Rethinking the Importance Analysis in Self-attention
Transformer-based models are popular for natural language processing (NL...
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10/03/2020