| CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory | Feb 21, 2024 | In-Context Learning | —Unverified | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Harnessing Large Language Models as Post-hoc Correctors | Feb 20, 2024 | In-Context Learning | CodeCode Available | 0 |
| The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis | Feb 20, 2024 | In-Context LearningInstruction Following | 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 |
| On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices | Feb 20, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| Identifying Semantic Induction Heads to Understand In-Context Learning | Feb 20, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| Parallel Structures in Pre-training Data Yield In-Context Learning | Feb 19, 2024 | DiversityIn-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 |
