| Towards Global Optimal Visual In-Context Learning Prompt Selection | May 24, 2024 | ColorizationForeground Segmentation | —Unverified | 0 |
| MLPs Learn In-Context on Regression and Classification Tasks | May 24, 2024 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Linking In-context Learning in Transformers to Human Episodic Memory | May 23, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| In-context Time Series Predictor | May 23, 2024 | In-Context LearningTime Series | —Unverified | 0 |
| Evaluating Large Language Models for Public Health Classification and Extraction Tasks | May 23, 2024 | In-Context Learning | —Unverified | 0 |
| Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis | May 23, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Implicit In-context Learning | May 23, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 1 |
| Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning | May 22, 2024 | In-Context Learning | CodeCode Available | 0 |
| Fine-tuned In-Context Learning Transformers are Excellent Tabular Data Classifiers | May 22, 2024 | In-Context Learning | CodeCode Available | 2 |
| Transformers Learn Temporal Difference Methods for In-Context Reinforcement Learning | May 22, 2024 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting | May 21, 2024 | CoLADomain Generalization | —Unverified | 0 |
| Quantifying Semantic Emergence in Language Models | May 21, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| Asymptotic theory of in-context learning by linear attention | May 20, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning | May 20, 2024 | In-Context Learning | CodeCode Available | 0 |
| Effective In-Context Example Selection through Data Compression | May 19, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning | May 19, 2024 | In-Context Learning | —Unverified | 0 |
| Large Language Models are Biased Reinforcement Learners | May 19, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 |
| Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection | May 17, 2024 | In-Context LearningIntrusion Detection | —Unverified | 0 |
| Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks | May 17, 2024 | In-Context Learning | CodeCode Available | 0 |
| Feature-Adaptive and Data-Scalable In-Context Learning | May 17, 2024 | In-Context Learning | CodeCode Available | 0 |
| Dynamic In-context Learning with Conversational Models for Data Extraction and Materials Property Prediction | May 16, 2024 | In-Context LearningProperty Prediction | CodeCode Available | 1 |
| Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model | May 16, 2024 | Image InpaintingIn-Context Learning | —Unverified | 0 |
