| Self-Augmented In-Context Learning for Unsupervised Word Translation | Feb 15, 2024 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | CodeCode Available | 0 |
| QuRating: Selecting High-Quality Data for Training Language Models | Feb 15, 2024 | In-Context Learning | CodeCode Available | 3 |
| Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation | Feb 15, 2024 | Dialogue GenerationDiversity | —Unverified | 0 |
| Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs | Feb 15, 2024 | In-Context Learning | —Unverified | 0 |
| Uncertainty Quantification for In-Context Learning of Large Language Models | Feb 15, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems | Feb 14, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| GrounDial: Human-norm Grounded Safe Dialog Response Generation | Feb 14, 2024 | In-Context LearningResponse Generation | —Unverified | 0 |
| ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization | Feb 14, 2024 | In-Context Learning | CodeCode Available | 1 |
| HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation | Feb 14, 2024 | Answer SelectionIn-Context Learning | CodeCode Available | 0 |
| The dynamic interplay between in-context and in-weight learning in humans and neural networks | Feb 13, 2024 | BlockingIn-Context Learning | CodeCode Available | 0 |
| Can LLMs Learn New Concepts Incrementally without Forgetting? | Feb 13, 2024 | In-Context LearningIncremental Learning | CodeCode Available | 2 |
| Text-centric Alignment for Multi-Modality Learning | Feb 12, 2024 | In-Context Learning | —Unverified | 0 |
| Universal Link Predictor By In-Context Learning on Graphs | Feb 12, 2024 | Hyperparameter OptimizationIn-Context Learning | —Unverified | 0 |
| Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping | Feb 12, 2024 | In-Context Learning | —Unverified | 0 |
| Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning | Feb 12, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization | Feb 12, 2024 | In-Context LearningTextVQA | CodeCode Available | 0 |
| Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples | Feb 12, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| In-Context Data Distillation with TabPFN | Feb 10, 2024 | In-Context Learning | —Unverified | 0 |
| NICE: To Optimize In-Context Examples or Not? | Feb 9, 2024 | In-Context Learning | CodeCode Available | 0 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning | Feb 9, 2024 | Data AugmentationGSM8K | CodeCode Available | 4 |
| On the Out-Of-Distribution Generalization of Multimodal Large Language Models | Feb 9, 2024 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| NoisyICL: A Little Noise in Model Parameters Calibrates In-context Learning | Feb 8, 2024 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning Can Re-learn Forbidden Tasks | Feb 8, 2024 | ArticlesIn-Context Learning | —Unverified | 0 |
