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In-Context Learning

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Showing 801–850 of 2297 papers

TitleStatusHype
N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning—0
In-Context Defense in Computer Agents: An Empirical Study—0
Training Plug-n-Play Knowledge Modules with Deep Context Distillation—0
Strategies for political-statement segmentation and labelling in unstructured text—0
LLMIdxAdvis: Resource-Efficient Index Advisor Utilizing Large Language Model—0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems—0
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning—0
Simulating and Analysing Human Survey Responses with Large Language Models: A Case Study in Energy Stated Preference—0
Uncovering inequalities in new knowledge learning by large language models across different languagesCode0
Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?—0
Targeted Distillation for Sentiment Analysis—0
Leveraging Large Language Models to Develop Heuristics for Emerging Optimization ProblemsCode0
Psy-Insight: Explainable Multi-turn Bilingual Dataset for Mental Health Counseling—0
Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of AbstractionCode0
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents—0
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary AlgorithmsCode0
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring SolutionsCode0
Scaling Laws for Many-Shot In-Context Learning with Self-Generated Annotations—0
PanguIR Technical Report for NTCIR-18 AEOLLM Task—0
Building 3D In-Context Learning Universal Model in NeuroimagingCode0
Dementia Insights: A Context-Based MultiModal Approach—0
Provable Benefits of Task-Specific Prompts for In-context LearningCode0
On the Power of Context-Enhanced Learning in LLMs—0
In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models—0
Synthetic data enables context-aware bioacoustic sound event detection—0
Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution—0
Emergent Abilities in Large Language Models: A Survey—0
In-Context Learning with Hypothesis-Class GuidanceCode0
DataMan: Data Manager for Pre-training Large Language Models—0
END: Early Noise Dropping for Efficient and Effective Context Denoising—0
Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers—0
Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization—0
Intermediate Languages Matter: Formal Choice Drives Neurosymbolic LLM Reasoning—0
In-context learning of evolving data streams with tabular foundational models—0
A Closer Look at TabPFN v2: Strength, Limitation, and Extension—0
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data GenerationCode0
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent SystemsCode0
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming—0
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models—0
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
On the Robustness of Transformers against Context Hijacking for Linear Classification—0
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning—0
Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning—0
Rapid Word Learning Through Meta In-Context Learning—0
LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning—0
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMsCode0
Affinity and Diversity: A Unified Metric for Demonstration Selection via Internal Representations—0
Bridging the Gap: Transforming Natural Language Questions into SQL Queries via Abstract Query Pattern and Contextual Schema Markup—0
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