| Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning | Oct 30, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| EMOTION: Expressive Motion Sequence Generation for Humanoid Robots with In-Context Learning | Oct 30, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Toward Understanding In-context vs. In-weight Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Improving In-Context Learning with Small Language Model Ensembles | Oct 29, 2024 | Domain LabellingIn-Context Learning | CodeCode Available | 0 |
| On the Role of Depth and Looping for In-Context Learning with Task Diversity | Oct 29, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Matryoshka: Learning to Drive Black-Box LLMs with LLMs | Oct 28, 2024 | In-Context Learning | —Unverified | 0 |
| CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models | Oct 28, 2024 | ArticlesEntity Alignment | —Unverified | 0 |
| What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration | Oct 27, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications | Oct 27, 2024 | In-Context LearningObject | —Unverified | 0 |
| DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning | Oct 26, 2024 | In-Context Learning | CodeCode Available | 0 |
| RARe: Retrieval Augmented Retrieval with In-Context Examples | Oct 26, 2024 | DecoderDomain Generalization | CodeCode Available | 0 |
| Random Policy Enables In-Context Reinforcement Learning within Trust Horizons | Oct 25, 2024 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models | Oct 24, 2024 | ClassificationIn-Context Learning | —Unverified | 0 |
| GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning | Oct 24, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code | Oct 24, 2024 | General KnowledgeIn-Context Learning | —Unverified | 0 |
| TabDPT: Scaling Tabular Foundation Models | Oct 23, 2024 | In-Context LearningSelf-Supervised Learning | CodeCode Available | 2 |
| Scaling Diffusion Language Models via Adaptation from Autoregressive Models | Oct 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 |
| Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks | Oct 23, 2024 | In-Context Learning | —Unverified | 0 |
| Interpreting Affine Recurrence Learning in GPT-style Transformers | Oct 22, 2024 | In-Context Learning | —Unverified | 0 |
| Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods | Oct 22, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Large Language Models are In-context Preference Learners | Oct 22, 2024 | In-Context Learningreinforcement-learning | —Unverified | 0 |
| In Context Learning and Reasoning for Symbolic Regression with Large Language Models | Oct 22, 2024 | In-Context LearningSymbolic Regression | CodeCode Available | 0 |
| Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models | Oct 22, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Bayesian scaling laws for in-context learning | Oct 21, 2024 | In-Context LearningSafety Alignment | CodeCode Available | 1 |
