| Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations | Feb 19, 2024 | In-Context Learning | —Unverified | 0 |
| In-Context Learning Demonstration Selection via Influence Analysis | Feb 19, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Task-Oriented Dialogue with In-Context Learning | Feb 19, 2024 | In-Context LearningNavigate | CodeCode Available | 1 |
| Modularized Networks for Few-shot Hateful Meme Detection | Feb 19, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Enabling Weak LLMs to Judge Response Reliability via Meta Ranking | Feb 19, 2024 | HallucinationIn-Context Learning | —Unverified | 0 |
| Do Large Language Models Understand Logic or Just Mimick Context? | Feb 19, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness | Feb 18, 2024 | In-Context Learning | —Unverified | 0 |
| In-Context Example Ordering Guided by Label Distributions | Feb 18, 2024 | In-Context Learningtext-classification | —Unverified | 0 |
| Visual In-Context Learning for Large Vision-Language Models | Feb 18, 2024 | In-Context LearningPosition | —Unverified | 0 |
| GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network | Feb 18, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks | Feb 17, 2024 | FairnessIn-Context Learning | CodeCode Available | 1 |
| C-ICL: Contrastive In-context Learning for Information Extraction | Feb 17, 2024 | In-Context LearningMiscellaneous | —Unverified | 0 |
| PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models | Feb 17, 2024 | Computational EfficiencyIn-Context Learning | —Unverified | 0 |
| Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains | Feb 16, 2024 | In-Context Learning | —Unverified | 0 |
| RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model | Feb 16, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty | Feb 16, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 |
| Linear Transformers with Learnable Kernel Functions are Better In-Context Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning | Feb 16, 2024 | In-Context Learning | CodeCode Available | 1 |
| Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL | Feb 16, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Measuring and Reducing LLM Hallucination without Gold-Standard Answers | Feb 16, 2024 | HallucinationIn-Context Learning | —Unverified | 0 |
| Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm | Feb 16, 2024 | Active LearningIn-Context Learning | CodeCode Available | 1 |
| Understanding In-Context Learning with a Pelican Soup Framework | Feb 16, 2024 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models | Feb 15, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| Bridging Associative Memory and Probabilistic Modeling | Feb 15, 2024 | In-Context Learning | —Unverified | 0 |
