in-context learning

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024 Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024 In-context Autoencoder for Context Compression in a Large Language Model ICLR 2024 In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024 In-context Contrastive Learning for Event Causality Identification EMNLP 2024 In-context Convergence of Transformers ICML 2024 In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought ICML 2024 In-Context Example Ordering Guided by Label Distributions NAACL 2024 In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024 In-context Exploration-Exploitation for Reinforcement Learning ICLR 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024 In-Context Language Learning: Architectures and Algorithms ICML 2024 In-Context Learning Agents Are Asymmetric Belief Updaters ICML 2024 In-context Learning and Gradient Descent Revisited NAACL 2024 In-Context Learning Dynamics with Random Binary Sequences ICLR 2024 In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax NAACL 2024 In-Context Learning Learns Label Relationships but Is Not Conventional Learning ICLR 2024 In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models EMNLP 2024 In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization NeurIPS 2024 In-context Learning on Function Classes Unveiled for Transformers ICML 2024 In-Context Learning State Vector with Inner and Momentum Optimization NeurIPS 2024 In-Context Learning through the Bayesian Prism ICLR 2024 In-Context Learning with Iterative Demonstration Selection EMNLP 2024 In-Context Learning with Representations: Contextual Generalization of Trained Transformers NeurIPS 2024 In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness NeurIPS 2024