| Memory Sharing for Large Language Model based Agents | Apr 15, 2024 | Common Sense ReasoningDiversity | CodeCode Available | 1 |
| What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation | Apr 10, 2024 | In-Context Learning | CodeCode Available | 1 |
| Large Language Models for Orchestrating Bimanual Robots | Apr 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation | Mar 30, 2024 | Dataset DistillationIn-Context Learning | CodeCode Available | 1 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler | Mar 26, 2024 | In-Context Learningintent-classification | CodeCode Available | 1 |
| MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models | Mar 25, 2024 | GPUIn-Context Learning | CodeCode Available | 1 |
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | Mar 23, 2024 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| AICL: Action In-Context Learning for Video Diffusion Model | Mar 18, 2024 | Action GenerationIn-Context Learning | CodeCode Available | 1 |
| Interpretable Machine Learning for TabPFN | Mar 16, 2024 | Data ValuationIn-Context Learning | CodeCode Available | 1 |
| Revealing the Parallel Multilingual Learning within Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| Unveiling the Generalization Power of Fine-Tuned Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| A Dataset and Benchmark for Hospital Course Summarization with Adapted Large Language Models | Mar 8, 2024 | In-Context Learning | CodeCode Available | 1 |
| How Far Are We from Intelligent Visual Deductive Reasoning? | Mar 7, 2024 | In-Context LearningVisual Reasoning | CodeCode Available | 1 |
| ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context | Mar 4, 2024 | In-Context LearningSentence | CodeCode Available | 1 |
| Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal | Mar 2, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 1 |
| Dual Operating Modes of In-Context Learning | Feb 29, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Teaching Large Language Models an Unseen Language on the Fly | Feb 29, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| All in an Aggregated Image for In-Image Learning | Feb 28, 2024 | AllHallucination | CodeCode Available | 1 |
| Reinforced In-Context Black-Box Optimization | Feb 27, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| How Likely Do LLMs with CoT Mimic Human Reasoning? | Feb 25, 2024 | In-Context Learning | CodeCode Available | 1 |
| Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning | Feb 24, 2024 | In-Context LearningOperator learning | CodeCode Available | 1 |
| Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models | Feb 23, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe | Feb 22, 2024 | In-Context LearningReverse Dictionary | CodeCode Available | 1 |
| How Transformers Learn Causal Structure with Gradient Descent | Feb 22, 2024 | In-Context Learning | CodeCode Available | 1 |
