| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models | Aug 9, 2023 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 | 5 |
| Generative Multimodal Entity Linking | Jun 22, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 1 | 5 |
| Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs | Nov 6, 2023 | Imitation LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering | Nov 11, 2023 | In-Context LearningStyle Transfer | CodeCode Available | 1 | 5 |
| In-context Pretraining: Language Modeling Beyond Document Boundaries | Oct 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Diverse Demonstrations Improve In-context Compositional Generalization | Dec 13, 2022 | In-Context LearningSemantic Parsing | CodeCode Available | 1 | 5 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 | 5 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| In-Context Learning with Many Demonstration Examples | Feb 9, 2023 | 16k8k | CodeCode Available | 1 | 5 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 | 5 |
| Instruction Induction: From Few Examples to Natural Language Task Descriptions | May 22, 2022 | In-Context Learning | CodeCode Available | 1 | 5 |
| CABINET: Content Relevance based Noise Reduction for Table Question Answering | Feb 2, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| On Finetuning Tabular Foundation Models | Jun 10, 2025 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing | Apr 10, 2025 | In-Context LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games | May 24, 2023 | Code GenerationCommon Sense Reasoning | CodeCode Available | 1 | 5 |
| DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation | Mar 30, 2024 | Dataset DistillationIn-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning with Iterative Demonstration Selection | Oct 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Instruct Me More! Random Prompting for Visual In-Context Learning | Nov 7, 2023 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models | Sep 23, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration | Dec 7, 2023 | Data IntegrationEntity Resolution | CodeCode Available | 1 | 5 |
| DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models | Jan 4, 2024 | In-Context LearningTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations | Feb 21, 2025 | DecoderDiversity | CodeCode Available | 1 | 5 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
