| Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty | Sep 7, 2023 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |
| Differential learning kinetics govern the transition from memorization to generalization during in-context learning | Nov 27, 2024 | DiversityIn-Context Learning | —Unverified | 0 | 0 |
| Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration | May 18, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Improving LLM Group Fairness on Tabular Data via In-Context Learning | Dec 5, 2024 | FairnessIn-Context Learning | —Unverified | 0 | 0 |
| Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation | Jun 9, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search | Jun 10, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Dialog2API: Task-Oriented Dialogue with API Description and Example Programs | Dec 20, 2022 | In-Context LearningSemantic Parsing | —Unverified | 0 | 0 |
| FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair | Jun 21, 2023 | Code RepairFew-Shot Learning | —Unverified | 0 | 0 |
| AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement | Jan 26, 2025 | DenoisingIn-Context Learning | —Unverified | 0 | 0 |
| Improving Instruct Models for Free: A Study on Partial Adaptation | Apr 15, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |