| Leveraging Large Language Models for enzymatic reaction prediction and characterization | May 8, 2025 | Drug DiscoveryIn-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding | Jun 9, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 0 | 5 |
| BenTo: Benchmark Task Reduction with In-Context Transferability | Oct 17, 2024 | In-Context LearningMMLU | CodeCode Available | 0 | 5 |
| Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models | Feb 23, 2024 | AttributeContrastive Learning | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models to Develop Heuristics for Emerging Optimization Problems | Mar 5, 2025 | Combinatorial OptimizationIn-Context Learning | CodeCode Available | 0 | 5 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Deep Natural Language Feature Learning for Interpretable Prediction | Nov 9, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Benchmarking Large Language Models for Math Reasoning Tasks | Aug 20, 2024 | BenchmarkingIn-Context Learning | CodeCode Available | 0 | 5 |
| Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning | Oct 7, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Learning to Reason via Program Generation, Emulation, and Search | May 25, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Deconstructing In-Context Learning: Understanding Prompts via Corruption | Apr 2, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Code to Improve In-context Learning for Semantic Parsing | Nov 16, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 | 5 |
| Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning | Apr 11, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 | 5 |
| Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem | Mar 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 | 5 |
| Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies | Apr 5, 2024 | ArticlesIn-Context Learning | CodeCode Available | 0 | 5 |
| DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning | Oct 26, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks | Sep 10, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| BEAR: BGP Event Analysis and Reporting | Jun 4, 2025 | In-Context LearningSynthetic Data Generation | CodeCode Available | 0 | 5 |
| Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT | Oct 16, 2023 | In-Context LearningIntent Discovery | CodeCode Available | 0 | 5 |
| Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning | Mar 29, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| Bayes' Power for Explaining In-Context Learning Generalizations | Oct 2, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning | Jul 24, 2024 | Anomaly DetectionIn-Context Learning | CodeCode Available | 0 | 5 |
| Large Language Models Are Partially Primed in Pronoun Interpretation | May 26, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs | Jun 11, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 | 5 |
