in-context learning

Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025 A Survey on Training-free Alignment of Large Language Models EMNLP 2025 A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025 A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops ICLR 2025 A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration AISTATS 2025 Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers ICLR 2025 Attention with Markov: A Curious Case of Single-layer Transformers ICLR 2025 Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025 AuPair: Golden Example Pairs for Code Repair ICML 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025 Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025 Automating Alternative Generation in Decision-Making EMNLP 2025 AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 BenTo: Benchmark Reduction with In-Context Transferability ICLR 2025 Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025 Beyond Generation: Leveraging LLM Creativity to Overcome Label Bias in Classification ACL 2025 Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025 Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025 Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences ICLR 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025 BOSE: A Systematic Evaluation Method Optimized for Base Models ACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025