Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning

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University of New South Wales, Australia ^{[1
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arXiv |

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摘要：

Context learning - Domain specific - Fine tuning - In contexts - Language model - Learning methods - Multimodal models - Natural distribution - Parameter spaces - Specific adaptations

引用

共 43 条

[21] Multimodal large language models for inclusive collaboration learning tasks
Lewis, Armanda
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[22] Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
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[23] Meta-in-context learning in large language models
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[24] Evaluation of Code Generation for Simulating Participant Behavior in Experience Sampling Method by Iterative In-Context Learning of a Large Language Model
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[27] Investigating large language model (LLM) performance using in-context learning (ICL) for interpretation of ESMO and NCCN guidelines for lung cancer
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[29] Leveraging Chat-Based Large Vision Language Models for Multimodal Out-of-Context Detection
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Nguyen, Huy H.
Echizen, Isao
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[30] A Generative Adaptive Context Learning Framework for Large Language Models in Cheapfake Detection
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