| StaICC: Standardized Evaluation for Classification Task in In-context Learning | Jan 27, 2025 | ClassificationIn-Context Learning | CodeCode Available | 0 |
| Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 |
| Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning | Mar 22, 2024 | Few-Shot Stance DetectionIn-Context Learning | CodeCode Available | 0 |
| Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation | Feb 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| What learning algorithm is in-context learning? Investigations with linear models | Nov 28, 2022 | In-Context Learningregression | CodeCode Available | 0 |
| HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices | May 26, 2025 | In-Context LearningRetrieval-augmented Generation | CodeCode Available | 0 |
| Does learning the right latent variables necessarily improve in-context learning? | May 29, 2024 | In-Context Learning | CodeCode Available | 0 |
| Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps | Jul 11, 2023 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| Hijacking Large Language Models via Adversarial In-Context Learning | Nov 16, 2023 | In-Context LearningSpecificity | CodeCode Available | 0 |
| HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding | Aug 19, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
