| VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning | Mar 19, 2024 | BenchmarkingImage Captioning | CodeCode Available | 2 | 5 |
| In-Context Learning Unlocked for Diffusion Models | May 1, 2023 | In-Context Learningtext-guided-image-editing | CodeCode Available | 2 | 5 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 | 5 |
| InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales | Jun 19, 2024 | DenoisingIn-Context Learning | CodeCode Available | 2 | 5 |
| Large Language Models are In-Context Molecule Learners | Mar 7, 2024 | Cross-Modal RetrievalIn-Context Learning | CodeCode Available | 2 | 5 |
| HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution | Jun 27, 2023 | 4kIn-Context Learning | CodeCode Available | 2 | 5 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 | 5 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 | 5 |
| Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPT | Apr 10, 2023 | Community DetectionGraph Classification | CodeCode Available | 2 | 5 |
| Can LLMs Learn New Concepts Incrementally without Forgetting? | Feb 13, 2024 | In-Context LearningIncremental Learning | CodeCode Available | 2 | 5 |
| A Survey on In-context Learning | Dec 31, 2022 | In-Context LearningSurvey | CodeCode Available | 2 | 5 |
| Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer | Jun 3, 2024 | Audio GenerationIn-Context Learning | CodeCode Available | 2 | 5 |
| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context Learning | CodeCode Available | 2 | 5 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 | 5 |
| CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation | Jun 15, 2024 | In-Context LearningText Generation | CodeCode Available | 2 | 5 |
| Finding Transformer Circuits with Edge Pruning | Jun 24, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 2 | 5 |
| FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction | May 28, 2024 | In-Context LearningPrediction | CodeCode Available | 2 | 5 |
| GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information | Apr 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 2 | 5 |
| ExpertPrompting: Instructing Large Language Models to be Distinguished Experts | May 24, 2023 | In-Context LearningInstruction Following | CodeCode Available | 2 | 5 |
| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | CodeCode Available | 2 | 5 |
| A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning | Oct 16, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 2 | 5 |
| Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap | Mar 27, 2025 | Autonomous DrivingIn-Context Learning | CodeCode Available | 2 | 5 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks | Oct 17, 2023 | In-Context Learning | CodeCode Available | 2 | 5 |
