| MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations | Oct 18, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 |
| Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning | Jun 20, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 0 |
| Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning | Jul 28, 2023 | In-Context Learning | CodeCode Available | 0 |
| Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges | Jun 26, 2024 | In-Context LearningTraveling Salesman Problem | CodeCode Available | 0 |
| Instruction Tuned Models are Quick Learners | May 17, 2023 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 |
| Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs | Aug 22, 2024 | Fact CheckingIn-Context Learning | CodeCode Available | 0 |
| Sample Efficient Demonstration Selection for In-Context Learning | Jun 10, 2025 | In-Context Learning | CodeCode Available | 0 |
| Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context Learning | May 24, 2024 | Adversarial RobustnessIn-Context Learning | CodeCode Available | 0 |
| Position: Understanding LLMs Requires More Than Statistical Generalization | May 3, 2024 | In-Context LearningLearning Theory | CodeCode Available | 0 |
| Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection | Dec 29, 2024 | ClassificationGenre classification | CodeCode Available | 0 |
