| Prototypical Calibration for Few-shot Learning of Language Models | May 20, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| From Markov to Laplace: How Mamba In-Context Learns Markov Chains | Feb 14, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Provable Benefits of Task-Specific Prompts for In-context Learning | Mar 3, 2025 | In-Context Learning | CodeCode Available | 0 |
| CACER: Clinical Concept Annotations for Cancer Events and Relations | Sep 5, 2024 | Event ExtractionIn-Context Learning | CodeCode Available | 0 |
| In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator Learning | Sep 18, 2024 | DiversityDomain Generalization | CodeCode Available | 0 |
| CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only | Jun 11, 2024 | In-Context Learning | CodeCode Available | 0 |
| From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning | Oct 24, 2023 | In-Context LearningPhysical Commonsense Reasoning | CodeCode Available | 0 |
| AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generation | Mar 14, 2025 | Abstractive Text SummarizationChunking | CodeCode Available | 0 |
| TaskComplexity: A Dataset for Task Complexity Classification with In-Context Learning, FLAN-T5 and GPT-4o Benchmarks | Sep 30, 2024 | In-Context Learning | CodeCode Available | 0 |
| Task Diversity Shortens the ICL Plateau | Oct 7, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| QA-prompting: Improving Summarization with Large Language Models using Question-Answering | May 20, 2025 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| AutoHint: Automatic Prompt Optimization with Hint Generation | Jul 13, 2023 | Hint GenerationIn-Context Learning | CodeCode Available | 0 |
| When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models | Jun 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| Quantifying Semantic Emergence in Language Models | May 21, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning | Oct 26, 2024 | In-Context Learning | CodeCode Available | 0 |
| Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning | Mar 21, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy | May 24, 2023 | In-Context LearningMultiple-choice | CodeCode Available | 0 |
| From Chaos to Clarity: Claim Normalization to Empower Fact-Checking | Oct 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 0 |
| RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information | Jun 16, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Frog Soup: Zero-Shot, In-Context, and Sample-Efficient Frogger Agents | May 6, 2025 | Atari GamesIn-Context Learning | CodeCode Available | 0 |
| Counterfactual reasoning: an analysis of in-context emergence | Jun 5, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Building 3D In-Context Learning Universal Model in Neuroimaging | Mar 4, 2025 | DenoisingIn-Context Learning | CodeCode Available | 0 |
| RARe: Retrieval Augmented Retrieval with In-Context Examples | Oct 26, 2024 | DecoderDomain Generalization | CodeCode Available | 0 |
| DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs | Jun 11, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 |
| RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models | Aug 15, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
