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In-Context Learning

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Showing 1401–1425 of 2297 papers

TitleStatusHype
Distilling Text Style Transfer With Self-Explanation From LLMs—0
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment AnalysisCode0
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph—0
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality—0
Teaching Large Language Models an Unseen Language on the FlyCode1
Dual Operating Modes of In-Context LearningCode1
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-TrainingCode2
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling—0
Large Language Models As Evolution Strategies—0
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification—0
All in an Aggregated Image for In-Image LearningCode1
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs—0
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented GenerationCode2
Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models—0
Reinforced In-Context Black-Box OptimizationCode1
Video as the New Language for Real-World Decision Making—0
Long-Context Language Modeling with Parallel Context EncodingCode2
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models—0
Likelihood-based Mitigation of Evaluation Bias in Large Language ModelsCode0
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM JailbreakersCode2
How Likely Do LLMs with CoT Mimic Human Reasoning?Code1
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context LearningCode1
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