| Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks | Jun 4, 2024 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer | Jun 3, 2024 | Audio GenerationIn-Context Learning | CodeCode Available | 2 |
| Guiding ChatGPT to Generate Salient Domain Summaries | Jun 3, 2024 | In-Context Learning | CodeCode Available | 0 |
| Demonstration Augmentation for Zero-shot In-context Learning | Jun 3, 2024 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs | Jun 3, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| Selectively Answering Visual Questions | Jun 3, 2024 | AvgIn-Context Learning | —Unverified | 0 |
| Universal In-Context Approximation By Prompting Fully Recurrent Models | Jun 3, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective | Jun 2, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |
| Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning | Jun 1, 2024 | In-Context Learningreinforcement-learning | CodeCode Available | 1 |
| Controlling Large Language Model Agents with Entropic Activation Steering | Jun 1, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 |
| From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When | May 31, 2024 | In-Context Learning | —Unverified | 0 |
| LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking | May 31, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 |
| UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation | May 31, 2024 | In-Context Learning | CodeCode Available | 0 |
| The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes | May 31, 2024 | Bias DetectionIn-Context Learning | —Unverified | 0 |
| In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought | May 31, 2024 | D4RLDecision Making | CodeCode Available | 1 |
| Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads | May 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Is In-Context Learning Sufficient for Instruction Following in LLMs? | May 30, 2024 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Why Larger Language Models Do In-context Learning Differently? | May 30, 2024 | In-Context Learning | —Unverified | 0 |
| Does learning the right latent variables necessarily improve in-context learning? | May 29, 2024 | In-Context Learning | CodeCode Available | 0 |
| Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting | May 28, 2024 | In-Context Learning | —Unverified | 0 |
| Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification | May 28, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| A Theoretical Understanding of Self-Correction through In-context Alignment | May 28, 2024 | In-Context Learning | —Unverified | 0 |
| EgoNCE++: Do Egocentric Video-Language Models Really Understand Hand-Object Interactions? | May 28, 2024 | Action RecognitionAttribute | CodeCode Available | 1 |
