| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition | Jul 25, 2023 | In-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 |
| InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales | Jun 19, 2024 | DenoisingIn-Context Learning | 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 |
| Memory Mosaics | May 10, 2024 | DisentanglementIn-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 |
| A Survey on In-context Learning | Dec 31, 2022 | In-Context LearningSurvey | CodeCode Available | 2 | 5 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 | 5 |
| NeoBERT: A Next-Generation BERT | Feb 26, 2025 | In-Context LearningMTEB Benchmark | CodeCode Available | 2 | 5 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-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 |
| OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models | Feb 26, 2025 | In-Context LearningKnowledge Graphs | CodeCode Available | 2 | 5 |
| OpenICL: An Open-Source Framework for In-context Learning | Mar 6, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context 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 |
| Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time | Oct 26, 2023 | In-Context Learning | CodeCode Available | 2 | 5 |
| PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency | Mar 13, 2024 | In-Context LearningText to SQL | 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 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | 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 |
| Differential Transformer | Oct 7, 2024 | HallucinationIn-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 |
| GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information | Apr 19, 2023 | In-Context LearningRetrieval | 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 |
