| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Oct 16, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| Demonstration Augmentation for Zero-shot In-context Learning | Jun 3, 2024 | In-Context Learning | CodeCode Available | 0 |
| uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? | Apr 3, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 |
| A Benchmark for Learning to Translate a New Language from One Grammar Book | Sep 28, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking | Feb 3, 2024 | Alldialog state tracking | CodeCode Available | 0 |
| Generative Calibration for In-context Learning | Oct 16, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks | Jun 1, 2025 | In-Context LearningNegation | CodeCode Available | 0 |
| Transformers as Algorithms: Generalization and Stability in In-context Learning | Jan 17, 2023 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 |
| Procedural Text Mining with Large Language Models | Oct 5, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
