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In-Context Learning

Papers

Showing 16511700 of 2297 papers

TitleStatusHype
Uncovering Overfitting in Large Language Model Editing0
Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection0
Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?0
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation0
On the Calibration of Multilingual Question Answering LLMs0
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions0
Understanding In-context Learning of Addition via Activation Subspaces0
Understanding In-Context Learning via Supportive Pretraining Data0
Understanding In-Context Learning with a Pelican Soup Framework0
Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory0
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications0
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations0
Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning0
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction0
Unified Medical Lesion Segmentation via Self-referring Indicator0
Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning0
Unifying Demonstration Selection and Compression for In-Context Learning0
Unifying Image Processing as Visual Prompting Question Answering0
Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models0
Universal Link Predictor By In-Context Learning on Graphs0
Universal Response and Emergence of Induction in LLMs0
Universal Self-Adaptive Prompting0
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning0
Unlearnable Algorithms for In-context Learning0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation0
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science0
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting0
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction0
Unraveling Indirect In-Context Learning Using Influence Functions0
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning0
Unsupervised Human Preference Learning0
Unsupervised Meta-Learning via In-Context Learning0
Unsupervised Prompting for Graph Neural Networks0
Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions0
UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI0
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers0
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning0
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue0
Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data0
Using In-Context Learning to Improve Dialogue Safety0
Using Large Language Models for Parametric Shape Optimization0
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning0
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models0
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval0
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation0
Video as the New Language for Real-World Decision Making0
Video In-context Learning0
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation0
Vision-centric Token Compression in Large Language Model0
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