| Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability | Oct 15, 2024 | In-Context Learning | —Unverified | 0 |
| On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures | Oct 15, 2024 | In-Context Learning | —Unverified | 0 |
| Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models | Oct 15, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent | Oct 15, 2024 | In-Context Learning | —Unverified | 0 |
| BSM: Small but Powerful Biological Sequence Model for Genes and Proteins | Oct 15, 2024 | In-Context Learning | —Unverified | 0 |
| In-Context Learning for Long-Context Sentiment Analysis on Infrastructure Project Opinions | Oct 15, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing | Oct 14, 2024 | AllBinary Classification | —Unverified | 0 |
| Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? | Oct 14, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement | Oct 14, 2024 | In-Context LearningMathematical Reasoning | —Unverified | 0 |
| Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies | Oct 14, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
