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In-Context Learning

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TitleStatusHype
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest—0
FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction—0
DataMan: Data Manager for Pre-training Large Language Models—0
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models—0
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability—0
Adaptive Task Vectors for Large Language Models—0
Data-Centric AI in the Age of Large Language Models—0
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming—0
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving—0
Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning—0
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis—0
Finding Support Examples for In-Context Learning—0
FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance—0
Focused Large Language Models are Stable Many-Shot Learners—0
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL—0
DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase—0
An Empirical Study of Mamba-based Language Models—0
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment—0
Customizing Language Model Responses with Contrastive In-Context Learning—0
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing—0
Curriculum Demonstration Selection for In-Context Learning—0
Cultural Alignment in Large Language Models Using Soft Prompt Tuning—0
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models—0
CrossTune: Black-Box Few-Shot Classification with Label Enhancement—0
Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities—0
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