← Keywords

in-context learning

1369 papers

Explore in graph

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

Public Data Assisted Differentially Private In-Context Learning EMNLP 2025
Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025
Distilling Many-Shot In-Context Learning into a Cheat Sheet EMNLP 2025
Knowledge Editing through Chain-of-Thought EMNLP 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025
Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025
Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025
Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
HW-TSC at Multilingual Counterspeech Generation COLING 2025
TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation AACL 2025
Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? AACL 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025