| Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning | Nov 15, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 0 |
| Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective | Jun 6, 2024 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 |
| CIE: Controlling Language Model Text Generations Using Continuous Signals | May 19, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement | Feb 1, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 |
| Enhanced Transformer architecture for in-context learning of dynamical systems | Oct 4, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification | Mar 18, 2024 | Conformal PredictionIn-Context Learning | CodeCode Available | 0 |
| In-context Learning and Gradient Descent Revisited | Nov 13, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples | Dec 11, 2023 | In-Context Learning | CodeCode Available | 0 |
| Token-based Decision Criteria Are Suboptimal in In-context Learning | Jun 24, 2024 | ClassificationIn-Context Learning | CodeCode Available | 0 |
| Engineering Serendipity through Recommendations of Items with Atypical Aspects | May 29, 2025 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning and Fine-Tuning GPT for Argument Mining | Jun 10, 2024 | Argument MiningIn-Context Learning | CodeCode Available | 0 |
| Benchmarking Machine Translation with Cultural Awareness | May 23, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Modularized Networks for Few-shot Hateful Meme Detection | Feb 19, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| In-context Examples Selection for Machine Translation | Dec 5, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation | Feb 22, 2024 | Fracture detectionIn-Context Learning | CodeCode Available | 0 |
| CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation | May 23, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text | Jan 6, 2025 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable Study | Apr 17, 2025 | In-Context Learning | CodeCode Available | 0 |
| Chain-of-Dictionary Prompting Elicits Translation in Large Language Models | May 11, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking | Oct 16, 2023 | Dialogue State TrackingIn-Context Learning | CodeCode Available | 0 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| In-context Continual Learning Assisted by an External Continual Learner | Dec 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| Multi-Dimensional Evaluation of Text Summarization with In-Context Learning | Jun 1, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| In-Context Analogical Reasoning with Pre-Trained Language Models | May 28, 2023 | In-Context LearningRelational Reasoning | CodeCode Available | 0 |
