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In-Context Learning

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TitleStatusHype
Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models—0
Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning—0
Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study—0
Towards Understanding the Relationship between In-context Learning and Compositional Generalization—0
Toward Understanding In-context vs. In-weight Learning—0
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems—0
TR2MTL: LLM based framework for Metric Temporal Logic Formalization of Traffic Rules—0
Trained Transformers Learn Linear Models In-Context—0
Training Dynamics of In-Context Learning in Linear Attention—0
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality—0
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs—0
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis—0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?—0
Training Plug-n-Play Knowledge Modules with Deep Context Distillation—0
Transfer Learning Beyond Bounded Density Ratios—0
Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation—0
Transformer-based Wireless Symbol Detection Over Fading Channels—0
On Understanding Attention-Based In-Context Learning for Categorical Data—0
Transformer learns the cross-task prior and regularization for in-context learning—0
Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training—0
Transformers are Minimax Optimal Nonparametric In-Context Learners—0
Transformers Are Universally Consistent—0
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models—0
Transformers for Supervised Online Continual Learning—0
Transformers generalize differently from information stored in context vs in weights—0
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