in-context learning

MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification SemEval 2024 Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024 Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching ICLR 2024 MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning NAACL 2024 Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024 Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024 MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning ICLR 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning ICML 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024 Mixture of Demonstrations for In-Context Learning NeurIPS 2024 Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NeurIPS 2024 MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks EMNLP 2024 MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024 MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning ICLR 2024 MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024 More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024 Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024 Multilingual Fine-Grained News Headline Hallucination Detection EMNLP 2024 Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis NAACL 2024