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In-Context Learning

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TitleStatusHype
Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models—0
Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods—0
Large Language Models are In-context Preference Learners—0
Interpreting Affine Recurrence Learning in GPT-style Transformers—0
In Context Learning and Reasoning for Symbolic Regression with Large Language ModelsCode0
CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought ReasoningCode0
Analyzing Context Contributions in LLM-based Machine Translation—0
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration—0
How Aligned are Generative Models to Humans in High-Stakes Decision-Making?—0
Provable In-context Learning for Mixture of Linear Regressions using Transformers—0
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems—0
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs—0
BenTo: Benchmark Task Reduction with In-Context TransferabilityCode0
Personalized Adaptation via In-Context Preference Learning—0
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery—0
Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection—0
Retrieval-Enhanced Named Entity Recognition—0
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles—0
Repetition Neurons: How Do Language Models Produce Repetitions?—0
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' PosteriorsCode0
Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language ModelsCode0
In-context learning and Occam's razorCode0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
Context-Scaling versus Task-Scaling in In-Context Learning—0
MuVi: Video-to-Music Generation with Semantic Alignment and Rhythmic Synchronization—0
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