| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | 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 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 | 5 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 | 5 |
| InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales | Jun 19, 2024 | DenoisingIn-Context Learning | CodeCode Available | 2 | 5 |
| MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification | Jun 16, 2023 | Diabetic Retinopathy Gradingimage-classification | 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 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 | 5 |
| A Survey on In-context Learning | Dec 31, 2022 | In-Context LearningSurvey | CodeCode Available | 2 | 5 |
| NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers | Apr 18, 2023 | In-Context LearningSpeech Synthesis | 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 |
| One for All: Towards Training One Graph Model for All Classification Tasks | Sep 29, 2023 | AllGraph Classification | CodeCode Available | 2 | 5 |
| Towards Interpretable Mental Health Analysis with Large Language Models | Apr 6, 2023 | Causal Emotion EntailmentEmotion Recognition | CodeCode Available | 2 | 5 |
| Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity | Mar 14, 2024 | In-Context Learning | 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 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 | 5 |
| Point-In-Context: Understanding Point Cloud via In-Context Learning | Apr 18, 2024 | In-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 |
| 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 |
| 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 |
| 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 by Teaching for Better Reasoning? A Preliminary Study | Jun 20, 2024 | In-Context LearningKnowledge Distillation | 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 |
