| LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting | May 16, 2024 | In-Context LearningTime Series | CodeCode Available | 1 |
| Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction | May 16, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 |
| Many-Shot In-Context Learning in Multimodal Foundation Models | May 16, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models | May 16, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 7 |
| Compositional Text-to-Image Generation with Dense Blob Representations | May 14, 2024 | Image GenerationIn-Context Learning | —Unverified | 0 |
| Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach | May 14, 2024 | Edge-computingIn-Context Learning | —Unverified | 0 |
| PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles | May 14, 2024 | In-Context LearningSentence | —Unverified | 0 |
| MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation | May 13, 2024 | In-Context LearningMultiple-choice | —Unverified | 0 |
| The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming | May 13, 2024 | Combinatorial OptimizationIn-Context Learning | —Unverified | 0 |
| AnomalyLLM: Few-shot Anomaly Edge Detection for Dynamic Graphs using Large Language Models | May 13, 2024 | Anomaly DetectionEdge Detection | CodeCode Available | 1 |
| Linearizing Large Language Models | May 10, 2024 | In-Context LearningMamba | CodeCode Available | 2 |
| Memory Mosaics | May 10, 2024 | DisentanglementIn-Context Learning | CodeCode Available | 2 |
| XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare | May 10, 2024 | DiagnosticIn-Context Learning | —Unverified | 0 |
| P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models | May 8, 2024 | In-Context Learningnamed-entity-recognition | CodeCode Available | 0 |
| XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples | May 8, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models | May 8, 2024 | graph constructionIn-Context Learning | —Unverified | 0 |
| ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning | May 7, 2024 | Human-Object Interaction DetectionIn-Context Learning | —Unverified | 0 |
| Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models | May 7, 2024 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Locally Differentially Private In-Context Learning | May 7, 2024 | In-Context Learning | —Unverified | 0 |
| OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs | May 6, 2024 | FrictionIn-Context Learning | —Unverified | 0 |
| CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions | May 4, 2024 | In-Context LearningText to SQL | CodeCode Available | 1 |
| Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning | May 4, 2024 | ArticlesFew-Shot Learning | —Unverified | 0 |
| PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation | May 4, 2024 | In-Context LearningRetrieval | CodeCode Available | 2 |
| A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System | May 3, 2024 | BenchmarkingCollaborative Filtering | —Unverified | 0 |
| PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning | May 3, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
