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07/13/2023
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
We present a novel methodology aimed at optimizing the application of fr...
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02/13/2023
Knowledge from Large-Scale Protein Contact Prediction Models Can Be Transferred to the Data-Scarce RNA Contact Prediction Task
RNA, whose functionality is largely determined by its structure, plays a...
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09/20/2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
Semantic representation learning for sentences is an important and well-...
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05/03/2022
Contrastive Learning for Prompt-Based Few-Shot Language Learners
The impressive performance of GPT-3 using natural language prompts and i...
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05/03/2022
Embedding Hallucination for Few-Shot Language Fine-tuning
Few-shot language learners adapt knowledge from a pre-trained model to r...
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12/06/2021
Label Hallucination for Few-Shot Classification
Few-shot classification requires adapting knowledge learned from a large...
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10/05/2021