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

Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025

Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL COLING 2025

TokenShapley: Token Level Context Attribution with Shapley Value ACL 2025

STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ACL 2025

Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025

Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL 2024

Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024

Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NIPS 2024

ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NIPS 2024

Evaluating In-Context Learning for Computational Literary Studies: A Case Study Based on the Automatic Recognition of Knowledge Transfer in German Drama EACL 2024

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation NIPS 2024

TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NIPS 2024

EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024

Chain of Thoughtlessness? An Analysis of CoT in Planning NIPS 2024

How Can Client Motivational Language Inform Psychotherapy Agents? EACL 2024

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024

ARC: A Generalist Graph Anomaly Detector with In-Context Learning NIPS 2024

More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024

Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024

Can Large Language Models Understand Context? EACL 2024

Zero-shot Generative Linguistic Steganography NAACL 2024

ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024