| In-Context Learning for Few-Shot Nested Named Entity Recognition | Feb 2, 2024 | Contrastive LearningIn-Context Learning | —Unverified | 0 |
| COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations | Feb 1, 2024 | In-Context LearningStarcraft | —Unverified | 0 |
| Unlearnable Algorithms for In-context Learning | Feb 1, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SymbolicAI: A framework for logic-based approaches combining generative models and solvers | Feb 1, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 5 |
| Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning | Feb 1, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 |
| Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data | Feb 1, 2024 | In-Context Learning | —Unverified | 0 |
| Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement | Feb 1, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
| Can Large Language Models Understand Context? | Feb 1, 2024 | In-Context LearningQuantization | —Unverified | 0 |
| Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning | Jan 31, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction | Jan 31, 2024 | Emotion-Cause Pair ExtractionIn-Context Learning | —Unverified | 0 |
| Superiority of Multi-Head Attention in In-Context Linear Regression | Jan 30, 2024 | In-Context Learningregression | —Unverified | 0 |
| Customizing Language Model Responses with Contrastive In-Context Learning | Jan 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization | Jan 29, 2024 | Data VisualizationIn-Context Learning | —Unverified | 0 |
| Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues | Jan 29, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning | Jan 29, 2024 | ClusteringDisentanglement | —Unverified | 0 |
| ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks | Jan 29, 2024 | BenchmarkingCross-Lingual Transfer | CodeCode Available | 0 |
| An Information-Theoretic Analysis of In-Context Learning | Jan 28, 2024 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning | Jan 26, 2024 | Graph GenerationIn-Context Learning | —Unverified | 0 |
| 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 |
| Language Modelling Approaches to Adaptive Machine Translation | Jan 25, 2024 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 | Jan 24, 2024 | GPUIn-Context Learning | —Unverified | 0 |
| MaLA-500: Massive Language Adaptation of Large Language Models | Jan 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Tyche: Stochastic In-Context Learning for Medical Image Segmentation | Jan 24, 2024 | Image SegmentationIn-Context Learning | CodeCode Available | 2 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |