| Learning to Poison Large Language Models for Downstream Manipulation | Feb 21, 2024 | Data PoisoningIn-Context Learning | CodeCode Available | 1 |
| Analysing The Impact of Sequence Composition on Language Model Pre-Training | Feb 21, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| 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 |
| TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks | Feb 17, 2024 | FairnessIn-Context Learning | CodeCode Available | 1 |
| Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning | Feb 16, 2024 | In-Context Learning | CodeCode Available | 1 |
| Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm | Feb 16, 2024 | Active LearningIn-Context Learning | CodeCode Available | 1 |
| Uncertainty Quantification for In-Context Learning of Large Language Models | Feb 15, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization | Feb 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples | Feb 12, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 |
| Can MLLMs Perform Text-to-Image In-Context Learning? | Feb 2, 2024 | Image GenerationImage to text | CodeCode Available | 1 |
| CABINET: Content Relevance based Noise Reduction for Table Question Answering | Feb 2, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning | Feb 1, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 |
| Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data | Jan 25, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 1 |
| K-QA: A Real-World Medical Q&A Benchmark | Jan 25, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Enhancing In-context Learning via Linear Probe Calibration | Jan 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| Revisiting Demonstration Selection Strategies in In-Context Learning | Jan 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs | Jan 18, 2024 | In-Context Learning | CodeCode Available | 1 |
| Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning | Jan 12, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 1 |
| The Unreasonable Effectiveness of Easy Training Data for Hard Tasks | Jan 12, 2024 | General KnowledgeIn-Context Learning | CodeCode Available | 1 |
| MobileAgent: enhancing mobile control via human-machine interaction and SOP integration | Jan 4, 2024 | In-Context Learning | CodeCode Available | 1 |
| DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models | Jan 4, 2024 | In-Context LearningTask-Oriented Dialogue Systems | CodeCode Available | 1 |
