| CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification | Mar 18, 2024 | Conformal PredictionIn-Context Learning | CodeCode Available | 0 | 5 |
| Large Language Models are Biased Reinforcement Learners | May 19, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 0 | 5 |
| A text-to-tabular approach to generate synthetic patient data using LLMs | Dec 6, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 0 | 5 |
| Language Models are Better Bug Detector Through Code-Pair Classification | Nov 14, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge Graphs | Aug 2, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 | 5 |
| Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks | May 17, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks | Sep 10, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus | Mar 10, 2025 | In-Context LearningQuestion Answering | CodeCode Available | 0 | 5 |
| A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences | Jun 17, 2024 | In-Context Learningvalid | CodeCode Available | 0 | 5 |
| Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning | Aug 7, 2023 | In-Context LearningMath | CodeCode Available | 0 | 5 |
| Asymptotic theory of in-context learning by linear attention | May 20, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 | 5 |
| Explore Spurious Correlations at the Concept Level in Language Models for Text Classification | Nov 15, 2023 | counterfactualIn-Context Learning | CodeCode Available | 0 | 5 |
| EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning | Nov 6, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Iterative Forward Tuning Boosts In-Context Learning in Language Models | May 22, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 0 | 5 |
| Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning | May 16, 2025 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models | Mar 5, 2024 | In-Context LearningVideo Description | CodeCode Available | 0 | 5 |
| Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable Study | Apr 17, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models | Apr 2, 2024 | Distractor GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction | Feb 12, 2025 | Grammatical Error CorrectionIn-Context Learning | CodeCode Available | 0 | 5 |
| Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts | Sep 9, 2024 | In-Context LearningState Space Models | CodeCode Available | 0 | 5 |
| ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination | May 22, 2023 | DiversityGeneral Knowledge | CodeCode Available | 0 | 5 |
| Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective | Jun 2, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 | 5 |
| Investigating the Zone of Proximal Development of Language Models for In-Context Learning | Feb 10, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning | Jun 20, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 0 | 5 |
