| "Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems | Nov 26, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation | Nov 26, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing | Nov 25, 2024 | AttributeDenoising | —Unverified | 0 |
| VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction | Nov 25, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training | Nov 25, 2024 | In-Context Learning | —Unverified | 0 |
| Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain | Nov 25, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Can a Large Language Model Learn Matrix Functions In Context? | Nov 24, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars | Nov 23, 2024 | DescriptiveIn-Context Learning | CodeCode Available | 0 |
| From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set | Nov 23, 2024 | AllIn-Context Learning | —Unverified | 0 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks | Nov 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models | Nov 22, 2024 | In-Context LearningMisinformation | —Unverified | 0 |
| Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL | Nov 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| Instant Policy: In-Context Imitation Learning via Graph Diffusion | Nov 19, 2024 | Graph GenerationImitation Learning | —Unverified | 0 |
| Re-examining learning linear functions in context | Nov 18, 2024 | In-Context Learning | —Unverified | 0 |
| LaVin-DiT: Large Vision Diffusion Transformer | Nov 18, 2024 | In-Context Learning | —Unverified | 0 |
| ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification | Nov 18, 2024 | Fact CheckingFact Verification | CodeCode Available | 0 |
| Improving Tool Retrieval by Leveraging Large Language Models for Query Generation | Nov 17, 2024 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization | Nov 17, 2024 | In-Context Learning | CodeCode Available | 1 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering | Nov 17, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment | Nov 16, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| One-Layer Transformer Provably Learns One-Nearest Neighbor In Context | Nov 16, 2024 | In-Context Learning | —Unverified | 0 |
| IntentGPT: Few-shot Intent Discovery with Large Language Models | Nov 16, 2024 | In-Context LearningIntent Detection | —Unverified | 0 |
| On the Privacy Risk of In-context Learning | Nov 15, 2024 | In-Context LearningInference Attack | —Unverified | 0 |
