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In-Context Learning

Papers

Showing 676700 of 2297 papers

TitleStatusHype
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs0
Feasibility with Language Models for Open-World Compositional Zero-Shot Learning0
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning0
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers0
Towards Fair In-Context Learning with Tabular Foundation ModelsCode0
A Survey on Large Language Models in Multimodal Recommender Systems0
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing0
Automated Meta Prompt Engineering for Alignment with the Theory of Mind0
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context0
Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation0
Incomplete In-context Learning0
Spoken Language Understanding on Unseen Tasks With In-Context Learning0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
Turbo-ICL: In-Context Learning-Based Turbo Equalization0
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification0
Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring0
Rethinking Invariance in In-context LearningCode0
Leveraging Large Language Models for enzymatic reaction prediction and characterizationCode0
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection0
Understanding In-context Learning of Addition via Activation Subspaces0
The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations0
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology0
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies0
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