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In-Context Learning

336 directly classified papers

Papers per year

Papers

Stable Diffusion Models are Secretly Good at Visual In-Context Learning ICCV 2025
DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025
LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025
OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs ACL 2025
Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025
UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025
In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025
D.Va: Validate Your Demonstration First Before You Use It ACL 2025
ARTICLE: Annotator Reliability Through In-Context Learning AAAI 2025
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025
Exploring In-context Example Generation for Machine Translation ACL 2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025
How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025
Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025
Enhancing Entertainment Translation for Indian Languages Using Adaptive Context, Style and LLMs AAAI 2025
Exploring Explanations Improves the Robustness of In-Context Learning ACL 2025
Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach AAAI 2025
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025