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In-Context Learning

Papers

Showing 351400 of 2297 papers

TitleStatusHype
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement LearningCode1
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context LearningCode1
In-Context Learning with Many Demonstration ExamplesCode1
In-context Pretraining: Language Modeling Beyond Document BoundariesCode1
All in an Aggregated Image for In-Image LearningCode1
Instruction Induction: From Few Examples to Natural Language Task DescriptionsCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
ExPT: Synthetic Pretraining for Few-Shot Experimental DesignCode1
Explore In-Context Learning for 3D Point Cloud UnderstandingCode1
Is ChatGPT a Good Causal Reasoner? A Comprehensive EvaluationCode1
Is Mamba Capable of In-Context Learning?Code1
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language ModelsCode1
Exploring Diverse In-Context Configurations for Image CaptioningCode1
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMsCode1
ExDDV: A New Dataset for Explainable Deepfake Detection in VideoCode1
Can Foundation Models Help Us Achieve Perfect Secrecy?Code1
Exploring Effective Factors for Improving Visual In-Context LearningCode1
Controllable Dialogue Simulation with In-Context LearningCode1
ArchCode: Incorporating Software Requirements in Code Generation with Large Language ModelsCode1
Cognitive Overload Attack:Prompt Injection for Long ContextCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive AgentsCode1
Evolutionary Prompt Design for LLM-Based Post-ASR Error CorrectionCode1
K-QA: A Real-World Medical Q&A BenchmarkCode1
Are Large Language Models Temporally Grounded?Code1
Data Distributional Properties Drive Emergent In-Context Learning in TransformersCode1
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Evolving Prompts In-Context: An Open-ended, Self-replicating PerspectiveCode1
Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context LearningCode1
Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and FindingsCode1
Fine-tuning Large Language Models for Adaptive Machine TranslationCode1
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMsCode1
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question AnsweringCode1
Enhancing Reasoning to Adapt Large Language Models for Domain-Specific ApplicationsCode1
Entropy-Regularized Token-Level Policy Optimization for Language Agent ReinforcementCode1
A Multimodal In-Context Tuning Approach for E-Commerce Product Description GenerationCode1
Learning In-context Learning for Named Entity RecognitionCode1
CABINET: Content Relevance based Noise Reduction for Table Question AnsweringCode1
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasksCode1
In-Context Explainers: Harnessing LLMs for Explaining Black Box ModelsCode1
Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectiveCode1
C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-MixingCode1
Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum LearningCode1
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text GamesCode1
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training DataCode1
LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot LearnersCode1
LLMeBench: A Flexible Framework for Accelerating LLMs BenchmarkingCode1
Contextual Vision Transformers for Robust Representation LearningCode1
Enhancing In-context Learning via Linear Probe CalibrationCode1
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