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In-Context Learning

Papers

Showing 151175 of 2297 papers

TitleStatusHype
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context0
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing0
Spoken Language Understanding on Unseen Tasks With In-Context Learning0
Measuring General Intelligence with Generated GamesCode1
Incomplete In-context Learning0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring0
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification0
Turbo-ICL: In-Context Learning-Based Turbo Equalization0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology0
Leveraging Large Language Models for enzymatic reaction prediction and characterizationCode0
The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations0
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection0
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution0
Rethinking Invariance in In-context LearningCode0
Understanding In-context Learning of Addition via Activation Subspaces0
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies0
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions0
Frog Soup: Zero-Shot, In-Context, and Sample-Efficient Frogger AgentsCode0
Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models0
What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction0
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context LearningCode0
Retrieval-augmented in-context learning for multimodal large language models in disease classification0
Exploring the Role of Diversity in Example Selection for In-Context LearningCode0
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