in-context learning

KnowLab_AIMed at MEDIQA-CORR 2024: Chain-of-Though (CoT) prompting strategies for medical error detection and correction NAACL 2024 Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024 K-QA: A Real-World Medical Q&A Benchmark ACL 2024 Language Modeling Is Compression ICLR 2024 Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024 Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024 Large Language Model Recall Uncertainty is Modulated by the Fan Effect CoNLL 2024 Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning ICML 2024 Large Vision-Language Models as Emotion Recognizers in Context Awareness ACML 2024 LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning EMNLP 2024 Latent Learningscape Guided In-context Learning ACL 2024 Learning-From-Mistakes Prompting for Indigenous Language Translation ACL 2024 Learning Personalized Alignment for Evaluating Open-ended Text Generation EMNLP 2024 Learning Task Decomposition to Assist Humans in Competitive Programming ACL 2024 Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024 Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks NeurIPS 2024 Learning to Plan by Updating Natural Language EMNLP 2024 Learning to Retrieve In-Context Examples for Large Language Models EACL 2024 Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 Let’s Ask GNN: Empowering Large Language Model for Graph In-Context Learning EMNLP 2024 Leveraging Code to Improve In-Context Learning for Semantic Parsing NAACL 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NeurIPS 2024