| Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration | Dec 5, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 | 0 |
| Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts | Dec 3, 2023 | In-Context Learning | —Unverified | 0 | 0 |
| Improving In-context Learning via Bidirectional Alignment | Dec 28, 2023 | In-Context Learning | —Unverified | 0 | 0 |
| Improving Input-label Mapping with Demonstration Replay for In-context Learning | Oct 30, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Improving Instruct Models for Free: A Study on Partial Adaptation | Apr 15, 2025 | Few-Shot LearningIn-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 |
| Improving LLM Group Fairness on Tabular Data via In-Context Learning | Dec 5, 2024 | FairnessIn-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 Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty | Sep 7, 2023 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |
| Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning | Jul 3, 2024 | In-Context LearningRetrieval | —Unverified | 0 | 0 |
