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In-Context Learning

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Showing 1251–1300 of 2297 papers

TitleStatusHype
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue—0
Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data—0
Using In-Context Learning to Improve Dialogue Safety—0
Using Large Language Models for Parametric Shape Optimization—0
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models—0
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval—0
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation—0
Video as the New Language for Real-World Decision Making—0
Video In-context Learning—0
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation—0
Vision-centric Token Compression in Large Language Model—0
Vision Language Models are In-Context Value Learners—0
Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding—0
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning—0
Visual In-Context Learning for Few-Shot Eczema Segmentation—0
Visual In-Context Learning for Large Vision-Language Models—0
Visual Prompting in Multimodal Large Language Models: A Survey—0
Visual RAG: Expanding MLLM visual knowledge without fine-tuning—0
VoicePrompter: Robust Zero-Shot Voice Conversion with Voice Prompt and Conditional Flow Matching—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
WebWISE: Web Interface Control and Sequential Exploration with Large Language Models—0
What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization—0
What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction—0
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration—0
What Makes Good In-Context Examples for GPT-3?—0
What Matters for In-Context Learning: A Balancing Act of Look-up and In-Weight Learning—0
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models—0
When and How Unlabeled Data Provably Improve In-Context Learning—0
When Brain-inspired AI Meets AGI—0
When can in-context learning generalize out of task distribution?—0
When Debate Fails: Bias Reinforcement in Large Language Models—0
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks—0
Where does In-context Translation Happen in Large Language Models—0
"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection—0
Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers—0
Why Larger Language Models Do In-context Learning Differently?—0
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents—0
WinoDict: Probing language models for in-context word acquisition—0
XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare—0
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference—0
Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs—0
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models—0
ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning—0
Zero-Shot 3D Shape Correspondence—0
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels—0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning—0
ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training—0
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned—0
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