| Linearizing Large Language Models | May 10, 2024 | In-Context LearningMamba | CodeCode Available | 2 | 5 |
| Linear Transformers with Learnable Kernel Functions are Better In-Context Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| LayoutPrompter: Awaken the Design Ability of Large Language Models | Nov 11, 2023 | In-Context LearningLayout Generation | CodeCode Available | 2 | 5 |
| Adapting Language Models to Compress Contexts | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | CodeCode Available | 2 | 5 |
| Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 | 5 |
| Many-Shot In-Context Learning in Multimodal Foundation Models | May 16, 2024 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| NoteLLM-2: Multimodal Large Representation Models for Recommendation | May 27, 2024 | In-Context Learning | CodeCode Available | 2 | 5 |
| Knowledge Circuits in Pretrained Transformers | May 28, 2024 | In-Context Learningknowledge editing | CodeCode Available | 2 | 5 |
| Just read twice: closing the recall gap for recurrent language models | Jul 7, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| KV Shifting Attention Enhances Language Modeling | Nov 29, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales | Jun 19, 2024 | DenoisingIn-Context Learning | CodeCode Available | 2 | 5 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 | 5 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 | 5 |
| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 | 5 |
| JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs | Feb 17, 2025 | ImputationIn-Context Learning | CodeCode Available | 2 | 5 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 | 5 |
| HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution | Jun 27, 2023 | 4kIn-Context Learning | CodeCode Available | 2 | 5 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | CodeCode Available | 2 | 5 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 | 5 |
| Large Language Models are In-Context Molecule Learners | Mar 7, 2024 | Cross-Modal RetrievalIn-Context Learning | CodeCode Available | 2 | 5 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| A Controlled Study on Long Context Extension and Generalization in LLMs | Sep 18, 2024 | In-Context Learning | CodeCode Available | 2 | 5 |
