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06/29/2023
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Instruction tuning unlocks the superior capability of Large Language Mod...
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02/17/2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints
The limits of open-ended generative models are unclear, yet increasingly...
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02/07/2023
Auditing Gender Presentation Differences in Text-to-Image Models
Text-to-image models, which can generate high-quality images based on te...
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10/19/2022
Robustness of Demonstration-based Learning Under Limited Data Scenario
Demonstration-based learning has shown great potential in stimulating pr...
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03/21/2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
Named Entity Recognition (NER) systems often demonstrate great performan...
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03/20/2022
Continual Sequence Generation with Adaptive Compositional Modules
Continual learning is essential for real-world deployment when there is ...
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04/12/2021