| MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training | Mar 14, 2024 | In-Context LearningMixture-of-Experts | —Unverified | 0 |
| Distilling Named Entity Recognition Models for Endangered Species from Large Language Models | Mar 13, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| 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 |
| In-context Exploration-Exploitation for Reinforcement Learning | Mar 11, 2024 | Bayesian InferenceBayesian Optimization | —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 |
| MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning | Mar 11, 2024 | DecoderIn-Context Learning | CodeCode Available | 0 |
| SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data | Mar 11, 2024 | In-Context Learning | —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 |
| Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages | Mar 9, 2024 | Abstractive Text SummarizationCross-Lingual Transfer | —Unverified | 0 |
| Concept-aware Data Construction Improves In-context Learning of Language Models | Mar 8, 2024 | In-Context Learning | —Unverified | 0 |
| DP-TabICL: In-Context Learning with Differentially Private Tabular Data | Mar 8, 2024 | In-Context Learning | —Unverified | 0 |
| InstructGIE: Towards Generalizable Image Editing | Mar 8, 2024 | DenoisingIn-Context Learning | —Unverified | 0 |
| On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models | Mar 7, 2024 | In-Context Learning | —Unverified | 0 |
| TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning | Mar 7, 2024 | Continual LearningDefinition Extraction | —Unverified | 0 |
| Where does In-context Translation Happen in Large Language Models | Mar 7, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem | Mar 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 |
| German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset | Mar 6, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Japanese-English Sentence Translation Exercises Dataset for Automatic Grading | Mar 6, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation | Mar 5, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting | Mar 5, 2024 | In-Context LearningObject Rearrangement | —Unverified | 0 |