| Dolphins: Multimodal Language Model for Driving | Dec 1, 2023 | Autonomous VehiclesIn-Context Learning | CodeCode Available | 1 | 5 |
| Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning | May 18, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 | 5 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 | 5 |
| All in an Aggregated Image for In-Image Learning | Feb 28, 2024 | AllHallucination | CodeCode Available | 1 | 5 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 | 5 |
| eP-ALM: Efficient Perceptual Augmentation of Language Models | Mar 20, 2023 | In-Context LearningVisual Question Answering (VQA) | CodeCode Available | 1 | 5 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| Ada-Instruct: Adapting Instruction Generators for Complex Reasoning | Oct 6, 2023 | Code CompletionIn-Context Learning | CodeCode Available | 1 | 5 |
| Evaluating Knowledge Generation and Self-Refinement Strategies for LLM-based Column Type Annotation | Mar 4, 2025 | Column Type AnnotationIn-Context Learning | CodeCode Available | 1 | 5 |
| Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models | Aug 28, 2024 | In-Context Learningnamed-entity-recognition | 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 |
| In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding | Sep 24, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs | Jan 18, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| Code-Style In-Context Learning for Knowledge-Based Question Answering | Sep 9, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 | 5 |
| From system models to class models: An in-context learning paradigm | Aug 25, 2023 | DecoderIn-Context Learning | CodeCode Available | 1 | 5 |
| Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning | Oct 9, 2024 | In-Context LearningNetwork Pruning | CodeCode Available | 1 | 5 |
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | Mar 23, 2024 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| Cognitive Overload Attack:Prompt Injection for Long Context | Oct 15, 2024 | In-Context LearningLLM Jailbreak | CodeCode Available | 1 | 5 |
| ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning | Jan 1, 2025 | Few-Shot LearningImage Generation | CodeCode Available | 1 | 5 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 | 5 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 | 5 |
| IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models | Oct 16, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
