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

A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025

Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025

Learning to Verify Summary Facts with Fine-Grained LLM Feedback COLING 2025

MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025

Distilling Rule-based Knowledge into Large Language Models COLING 2025

Towards the Machine Translation of Scientific Neologisms COLING 2025

The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing COLING 2025

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025

GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025

SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025

EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025

DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025

In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025

Simplified Rewriting Improves Expert Summarization IJCNLP 2025

In-context Learning Demonstration Generation with Text Distillation IJCAI 2025

Perspective Transition of Large Language Models for Solving Subjective Tasks ACL 2025

Mixtures of In-Context Learners ACL 2025

Large Language Models are Miscalibrated In-Context Learners ACL 2025

Dual Debiasing for Noisy In-Context Learning for Text Generation ACL 2025

Dynamic Steering With Episodic Memory For Large Language Models ACL 2025

Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025

Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025