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| A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension | Dec 9, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis | Dec 3, 2024 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 | 0 |
| To Err is Machine: Vulnerability Detection Challenges LLM Reasoning | Mar 25, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 | 0 |
| Active Learning Principles for In-Context Learning with Large Language Models | May 23, 2023 | Active LearningDiversity | —Unverified | 0 | 0 |
| Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning | Nov 20, 2023 | Domain AdaptationIn-Context Learning | —Unverified | 0 | 0 |
| Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model | Apr 13, 2024 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 | 0 |
| Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models | Jan 3, 2025 | In-Context LearningMachine Translation | —Unverified | 0 | 0 |
| Trust-Oriented Adaptive Guardrails for Large Language Models | Aug 16, 2024 | In-Context LearningRetrieval-augmented Generation | —Unverified | 0 | 0 |
| Adaptive Task Vectors for Large Language Models | Jun 3, 2025 | In-Context LearningSmall Language Model | —Unverified | 0 | 0 |
