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In-Context Learning

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Showing 2076–2100 of 2297 papers

TitleStatusHype
Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?Code0
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?Code0
One-shot World Models Using a Transformer Trained on a Synthetic PriorCode0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem SolvingCode0
What exactly has TabPFN learned to do?Code0
How FaR Are Large Language Models From Agents with Theory-of-Mind?Code0
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier FrameworkCode0
AlignedCoT: Prompting Large Language Models via Native-Speaking DemonstrationsCode0
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and CapabilityCode0
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesCode0
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word ProblemCode0
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic ChoicesCode0
On Subjective Uncertainty Quantification and Calibration in Natural Language GenerationCode0
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context LearningCode0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
On the effective transfer of knowledge from English to Hindi WikipediaCode0
Speech Translation Refinement using Large Language ModelsCode0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
Do We Still Need Clinical Language Models?Code0
Anti-LM Decoding for Zero-shot In-context Machine TranslationCode0
How are Prompts Different in Terms of Sensitivity?Code0
BEAR: BGP Event Analysis and ReportingCode0
Bayes' Power for Explaining In-Context Learning GeneralizationsCode0
Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language ModelsCode0
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