in-context learning

AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse ACL 2026 Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning ACL 2026 Agentic Design Review System AAAI 2026 A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis AAAI 2026 Attention Basin: Why Contextual Position Matters in Large Language Models ACL 2026 AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation EACL 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 2026 Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation EACL 2026 Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection AAAI 2026 Beyond Semantics: How Temporal Biases Shapes Retrieval in Transformer and State-Space Models EACL 2026 Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings? EACL 2026 CDICS: Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional Prompts and Phased Decoupling CVPR 2026 CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning EACL 2026 CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026 Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction ACL 2026 ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026 Context-aware Graph Meta-learning AAAI 2026 Could language models win the International Linguistics Olympiad? CoNLL 2026 Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ACL 2026 DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment CVPR 2026 Deformation-based In-Context Learning for Point Cloud Understanding CVPR 2026 Diffusion Guided Chain-of-Vision for Large Autoregressive Vision Models CVPR 2026 Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026 Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls ACL 2026