| The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning | Oct 8, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning | Oct 8, 2024 | Few-Shot LearningHate Speech Detection | —Unverified | 0 |
| Transformers learn variable-order Markov chains in-context | Oct 7, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| Task Diversity Shortens the ICL Plateau | Oct 7, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| LLMs Are In-Context Bandit Reinforcement Learners | Oct 7, 2024 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| Differential Transformer | Oct 7, 2024 | HallucinationIn-Context Learning | CodeCode Available | 2 |
| Density estimation with LLMs: a geometric investigation of in-context learning trajectories | Oct 7, 2024 | Density EstimationIn-Context Learning | —Unverified | 0 |
| Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning | Oct 7, 2024 | In-Context Learning | CodeCode Available | 0 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Inference Scaling for Long-Context Retrieval Augmented Generation | Oct 6, 2024 | In-Context LearningRAG | —Unverified | 0 |
| GAMformer: In-Context Learning for Generalized Additive Models | Oct 6, 2024 | Additive modelsIn-Context Learning | —Unverified | 0 |
| Revisiting In-context Learning Inference Circuit in Large Language Models | Oct 6, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning | Oct 5, 2024 | BenchmarkingDrug Design | CodeCode Available | 1 |
| PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models | Oct 4, 2024 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models | Oct 4, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 |
| On Unsupervised Prompt Learning for Classification with Black-box Language Models | Oct 4, 2024 | In-Context LearningPrompt Learning | —Unverified | 0 |
| Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs | Oct 4, 2024 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Generating bilingual example sentences with large language models as lexicography assistants | Oct 4, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| Enhanced Transformer architecture for in-context learning of dynamical systems | Oct 4, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning | Oct 4, 2024 | In-Context Learningknowledge editing | CodeCode Available | 0 |
| Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis | Oct 3, 2024 | In-Context Learning | —Unverified | 0 |
| ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI | Oct 3, 2024 | Few-Shot Imitation LearningImitation Learning | CodeCode Available | 1 |
| GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning | Oct 3, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Simplicity bias and optimization threshold in two-layer ReLU networks | Oct 3, 2024 | In-Context Learning | —Unverified | 0 |
