| A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences | Jun 17, 2024 | In-Context Learningvalid | CodeCode Available | 0 |
| "A good pun is its own reword": Can Large Language Models Understand Puns? | Apr 21, 2024 | In-Context Learning | CodeCode Available | 0 |
| Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance | Feb 20, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Rectifying Demonstration Shortcut in In-Context Learning | Mar 14, 2024 | In-Context Learning | CodeCode Available | 0 |
| TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students | May 2, 2025 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding | Jun 14, 2024 | In-Context Learning | CodeCode Available | 0 |
| Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models | Sep 30, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study | Sep 15, 2023 | Argument MiningIn-Context Learning | CodeCode Available | 0 |
| Few-shot_LLM_Synthetic_Data_with_Distribution_Matching | Feb 9, 2025 | AttributeEfficient Exploration | CodeCode Available | 0 |
| Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 |
