| Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data | Nov 15, 2024 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Does Prompt Formatting Have Any Impact on LLM Performance? | Nov 15, 2024 | Code GenerationCode Translation | —Unverified | 0 |
| Zero-shot Voice Conversion with Diffusion Transformers | Nov 15, 2024 | In-Context LearningVoice Conversion | CodeCode Available | 7 |
| Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models | Nov 14, 2024 | Domain GeneralizationIn-Context Learning | —Unverified | 0 |
| StreamAdapter: Efficient Test Time Adaptation from Contextual Streams | Nov 14, 2024 | In-Context LearningTest-time Adaptation | —Unverified | 0 |
| Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data | Nov 13, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL | Nov 13, 2024 | DiversityIn-Context Learning | CodeCode Available | 4 |
| Decision Feedback In-Context Symbol Detection over Block-Fading Channels | Nov 12, 2024 | In-Context Learning | —Unverified | 0 |
| The Surprising Effectiveness of Test-Time Training for Few-Shot Learning | Nov 11, 2024 | ARCFew-Shot Learning | CodeCode Available | 3 |
| Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context Evaluation | Nov 11, 2024 | 16kBenchmarking | CodeCode Available | 0 |
| Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks | Nov 11, 2024 | In-Context Learning | —Unverified | 0 |
| Universal Response and Emergence of Induction in LLMs | Nov 11, 2024 | In-Context Learning | —Unverified | 0 |
| One controller to rule them all | Nov 10, 2024 | AllIn-Context Learning | —Unverified | 0 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |
| A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization | Nov 9, 2024 | In-Context LearningTime Series | —Unverified | 0 |
| Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass | Nov 8, 2024 | In-Context LearningSelf-Supervised Learning | —Unverified | 0 |
| WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning | Nov 8, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark | Nov 8, 2024 | In-Context Learning | CodeCode Available | 1 |
| Adversarial Robustness of In-Context Learning in Transformers for Linear Regression | Nov 7, 2024 | Adversarial RobustnessIn-Context Learning | —Unverified | 0 |
| Vision Language Models are In-Context Value Learners | Nov 7, 2024 | In-Context LearningWorld Knowledge | —Unverified | 0 |
| Enhancing Security Control Production With Generative AI | Nov 6, 2024 | In-Context LearningRetrieval-augmented Generation | —Unverified | 0 |
| Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences | Nov 6, 2024 | Drug DiscoveryIn-Context Learning | CodeCode Available | 1 |
| From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond | Nov 6, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning | Nov 6, 2024 | In-Context Learning | CodeCode Available | 0 |
| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
