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In-Context Learning

336 directly classified papers

Papers per year

Papers

Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025
SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025
Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025
LLMs + Persona-Plug = Personalized LLMs ACL 2025
LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025
UIMP-Aaman at SemEval-2025 Task11: Detecting Intensity and Emotion in Social Media and News ACL 2025
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025
Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data ACL 2025
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025
LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025
The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025
Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025
Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning ACL 2025
CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025
No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025