| LLM-Supported Natural Language to Bash Translation | Feb 7, 2025 | In-Context LearningTranslation | 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 |
| QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression | Aug 1, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| How Likely Do LLMs with CoT Mimic Human Reasoning? | Feb 25, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Learning to Generate Answers with Citations via Factual Consistency Models | Jun 19, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks | Jun 4, 2024 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis | Oct 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Learning to Retrieve In-Context Examples for Large Language Models | Jul 14, 2023 | In-Context LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning | Apr 30, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 | 5 |
| Learning Transformer Programs | Jun 1, 2023 | In-Context LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| ARC: A Generalist Graph Anomaly Detector with In-Context Learning | May 27, 2024 | Anomaly DetectionARC | 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 |
| LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs | Jan 1, 2025 | In-Context LearningMeta-Learning | CodeCode Available | 1 | 5 |
| E-InMeMo: Enhanced Prompting for Visual In-Context Learning | Apr 25, 2025 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 | 5 |
| Link-Context Learning for Multimodal LLMs | Aug 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners | Oct 12, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| ELICIT: LLM Augmentation via External In-Context Capability | Oct 12, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties | Nov 28, 2023 | In-Context LearningVideo Understanding | CodeCode Available | 1 | 5 |
| Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | Oct 1, 2022 | Dialogue GenerationIn-Context Learning | CodeCode Available | 1 | 5 |
| Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention | Mar 11, 2025 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking | Aug 9, 2023 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 | 5 |
| Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study | Jul 16, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 | 5 |
| ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models | Aug 15, 2024 | In-Context LearningMMLU | CodeCode Available | 1 | 5 |
| EgoNCE++: Do Egocentric Video-Language Models Really Understand Hand-Object Interactions? | May 28, 2024 | Action RecognitionAttribute | CodeCode Available | 1 | 5 |
| Do Large Language Models Know What They Don't Know? | May 29, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
| Improving Planning with Large Language Models: A Modular Agentic Architecture | Sep 30, 2023 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning | Jan 6, 2025 | In-Context LearningMath | CodeCode Available | 1 | 5 |
| Dynamic In-context Learning with Conversational Models for Data Extraction and Materials Property Prediction | May 16, 2024 | In-Context LearningProperty Prediction | CodeCode Available | 1 | 5 |
| Dolphins: Multimodal Language Model for Driving | Dec 1, 2023 | Autonomous VehiclesIn-Context Learning | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Boosting Theory-of-Mind Performance in Large Language Models via Prompting | Apr 22, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition Language | Mar 21, 2025 | In-Context LearningRobot Task Planning | CodeCode Available | 1 | 5 |
| Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective | Jun 11, 2023 | In-Context LearningMolecule Captioning | CodeCode Available | 1 | 5 |
| DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer | Nov 27, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 | 5 |
| Diverse Demonstrations Improve In-context Compositional Generalization | Dec 13, 2022 | In-Context LearningSemantic Parsing | CodeCode Available | 1 | 5 |
| A Dataset and Benchmark for Hospital Course Summarization with Adapted Large Language Models | Mar 8, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| AICL: Action In-Context Learning for Video Diffusion Model | Mar 18, 2024 | Action GenerationIn-Context Learning | CodeCode Available | 1 | 5 |
| Explore In-Context Learning for 3D Point Cloud Understanding | Jun 14, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
| Are Emergent Abilities in Large Language Models just In-Context Learning? | Sep 4, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 | 5 |
| Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA | Nov 14, 2023 | In-Context LearningProgram Synthesis | CodeCode Available | 1 | 5 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Leveraging Large Language Models to Generate Answer Set Programs | Jul 15, 2023 | Formal LogicIn-Context Learning | CodeCode Available | 1 | 5 |
| LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics | Apr 30, 2025 | In-Context LearningObject | CodeCode Available | 1 | 5 |
| Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning | Dec 5, 2023 | DenoisingIn-Context Learning | CodeCode Available | 1 | 5 |
| Dual Operating Modes of In-Context Learning | Feb 29, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| Mimic In-Context Learning for Multimodal Tasks | Apr 11, 2025 | In-Context LearningVisual Question Answering (VQA) | CodeCode Available | 1 | 5 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Distinguishability Calibration to In-Context Learning | Feb 13, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
