in-context learning

Privacy Preserving In-Context-Learning Framework for Large Language Models AAAI 2026 QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence ACL 2026 REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026 ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models ACL 2026 Rethinking Intermediate Representation for VLM-based Robot Manipulation CVPR 2026 Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective AAAI 2026 Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026 Retrieving Counterfactuals Improves Visual In-Context Learning CVPR 2026 RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026 RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AAAI 2026 Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL ACL 2026 SADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters ACL 2026 Scaling-up Perceptual Video Quality Assessment AAAI 2026 Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers EACL 2026 Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP EACL 2026 ServSocIA at Semeval-2026 Task 9: Evaluating Prompt Strategies for Polarization Detection SemEval 2026 SkillGen: Learning Domain Skills for In-Context Sequential Decision Making AAAI 2026 Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026 SkySense-VITA: Towards Universal In-context Segmentation of Multi-modal Remote Sensing Imagery CVPR 2026 SSA: Improving Performance With a Better Scoring Function ACL 2026 Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction ACL 2026 Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification ACL 2026 Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment Analysis SemEval 2026 The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric Approaches SemEval 2026