| Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning | Nov 13, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models | Nov 13, 2023 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 1 |
| Large Language Models are In-context Teachers for Knowledge Reasoning | Nov 12, 2023 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer | Nov 12, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| ChatAnything: Facetime Chat with LLM-Enhanced Personas | Nov 12, 2023 | Image GenerationIn-Context Learning | —Unverified | 0 |
| LayoutPrompter: Awaken the Design Ability of Large Language Models | Nov 11, 2023 | In-Context LearningLayout Generation | CodeCode Available | 2 |
| From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL | Nov 11, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering | Nov 11, 2023 | In-Context LearningStyle Transfer | CodeCode Available | 1 |
| LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction | Nov 11, 2023 | Event Argument ExtractionIn-Context Learning | CodeCode Available | 1 |
| In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models | Nov 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction | Nov 10, 2023 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Deep Natural Language Feature Learning for Interpretable Prediction | Nov 9, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| LLM Augmented Hierarchical Agents | Nov 9, 2023 | In-Context LearningReinforcement Learning (RL) | —Unverified | 0 |
| LooGLE: Can Long-Context Language Models Understand Long Contexts? | Nov 8, 2023 | In-Context LearningLong-Context Understanding | CodeCode Available | 1 |
| Instruct Me More! Random Prompting for Visual In-Context Learning | Nov 7, 2023 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning | Nov 7, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| In-Context Exemplars as Clues to Retrieving from Large Associative Memory | Nov 6, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data | Nov 6, 2023 | In-Context LearningText to SQL | —Unverified | 0 |
| Instructed Language Models with Retrievers Are Powerful Entity Linkers | Nov 6, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 0 |
| DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase | Nov 6, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Retrieval-Augmented Code Generation for Universal Information Extraction | Nov 6, 2023 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs | Nov 6, 2023 | Imitation LearningIn-Context Learning | CodeCode Available | 1 |
| In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models | Nov 6, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models | Nov 5, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles | Nov 4, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |