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in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025
What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025
Demystifying Small Language Models for Edge Deployment ACL 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025
Massively Multilingual Instruction-Following Information Extraction ACL 2025
TableKV: KV Cache Compression for In-Context Table Processing ACL 2025
LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025
More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025
CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025