| ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning | Jan 2, 2025 | FairnessFew-Shot Learning | —Unverified | 0 |
| Self-Evolving Visual Concept Library using Vision-Language Critics | Jan 1, 2025 | In-Context Learning | —Unverified | 0 |
| ChatHuman: Chatting about 3D Humans with Tools | Jan 1, 2025 | Human-Object Interaction DetectionIn-Context Learning | —Unverified | 0 |
| On the Out-Of-Distribution Generalization of Large Multimodal Models | Jan 1, 2025 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Unraveling Indirect In-Context Learning Using Influence Functions | Jan 1, 2025 | In-Context LearningInformativeness | —Unverified | 0 |
| Unified Medical Lesion Segmentation via Self-referring Indicator | Jan 1, 2025 | In-Context LearningLesion Segmentation | —Unverified | 0 |
| ICLR: In-Context Learning of Representations | Dec 29, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Towards Neural No-Resource Language Translation: A Comparative Evaluation of Approaches | Dec 29, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection | Dec 29, 2024 | ClassificationGenre classification | CodeCode Available | 0 |
| Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs | Dec 27, 2024 | In-Context Learning | CodeCode Available | 0 |
| TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data | Dec 27, 2024 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values | Dec 26, 2024 | Code GenerationImputation | —Unverified | 0 |
| SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis | Dec 26, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Let the Fuzzy Rule Speak: Enhancing In-context Learning Debiasing with Interpretability | Dec 26, 2024 | In-Context LearningMulti Class Text Classification | —Unverified | 0 |
| TextMatch: Enhancing Image-Text Consistency Through Multimodal Optimization | Dec 24, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting | Dec 23, 2024 | In-Context LearningInformativeness | —Unverified | 0 |
| Revisiting In-Context Learning with Long Context Language Models | Dec 22, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| In-context Continual Learning Assisted by an External Continual Learner | Dec 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| Can Input Attributions Interpret the Inductive Reasoning Process Elicited in In-Context Learning? | Dec 20, 2024 | DiagnosticIn-Context Learning | —Unverified | 0 |
| Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification | Dec 20, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| Conceptual In-Context Learning and Chain of Concepts: Solving Complex Conceptual Problems Using Large Language Models | Dec 19, 2024 | In-Context LearningMath | —Unverified | 0 |
| Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture | Dec 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| Relational Programming with Foundation Models | Dec 19, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning | Dec 18, 2024 | In-Context LearningLong-Context Understanding | —Unverified | 0 |