| Zero-shot Generative Linguistic Steganography | Mar 16, 2024 | In-Context LearningLinguistic steganography | CodeCode Available | 0 |
| Interpretable Machine Learning for TabPFN | Mar 16, 2024 | Data ValuationIn-Context Learning | CodeCode Available | 1 |
| Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models | Mar 15, 2024 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning | Mar 15, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation | Mar 15, 2024 | In-Context LearningSequential Recommendation | CodeCode Available | 0 |
| WavCraft: Audio Editing and Generation with Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 4 |
| Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity | Mar 14, 2024 | In-Context Learning | CodeCode Available | 2 |
| Rectifying Demonstration Shortcut in In-Context Learning | Mar 14, 2024 | In-Context Learning | CodeCode Available | 0 |
| MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training | Mar 14, 2024 | In-Context LearningMixture-of-Experts | —Unverified | 0 |
| Unveiling the Generalization Power of Fine-Tuned Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| Revealing the Parallel Multilingual Learning within Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| Distilling Named Entity Recognition Models for Endangered Species from Large Language Models | Mar 13, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| Fundamental Components of Deep Learning: A category-theoretic approach | Mar 13, 2024 | Deep LearningDescriptive | CodeCode Available | 5 |
| PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency | Mar 13, 2024 | In-Context LearningText to SQL | CodeCode Available | 2 |
| AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents | Mar 13, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking | Mar 13, 2024 | Chinese Spell CheckingIn-Context Learning | —Unverified | 0 |
| BAGEL: Bootstrapping Agents by Guiding Exploration with Language | Mar 12, 2024 | In-Context Learning | —Unverified | 0 |
| Knowledge Graph Large Language Model (KG-LLM) for Link Prediction | Mar 12, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| In-context learning enables multimodal large language models to classify cancer pathology images | Mar 12, 2024 | image-classificationImage Classification | —Unverified | 0 |
| One size doesn't fit all: Predicting the Number of Examples for In-Context Learning | Mar 11, 2024 | AllIn-Context Learning | —Unverified | 0 |
| SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data | Mar 11, 2024 | In-Context Learning | —Unverified | 0 |
| MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning | Mar 11, 2024 | DecoderIn-Context Learning | CodeCode Available | 0 |
| In-context Exploration-Exploitation for Reinforcement Learning | Mar 11, 2024 | Bayesian InferenceBayesian Optimization | —Unverified | 0 |
| In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model | Mar 10, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning | Mar 10, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 |
