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In-Context Learning

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TitleStatusHype
Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje—0
VPO: Aligning Text-to-Video Generation Models with Prompt OptimizationCode1
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking—0
Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems—0
Experience Replay Addresses Loss of Plasticity in Continual Learning—0
"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection—0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning—0
When Debate Fails: Bias Reinforcement in Large Language Models—0
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition LanguageCode1
A Recipe for Generating 3D Worlds From a Single Image—0
Transformer-based Wireless Symbol Detection Over Fading Channels—0
Cultural Alignment in Large Language Models Using Soft Prompt Tuning—0
Corrective In-Context Learning: Evaluating Self-Correction in Large Language ModelsCode0
Understanding the Generalization of In-Context Learning in Transformers: An Empirical StudyCode0
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction—0
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
RWKV-7 "Goose" with Expressive Dynamic State EvolutionCode9
ExDDV: A New Dataset for Explainable Deepfake Detection in VideoCode1
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax AttentionCode0
Edit Transfer: Learning Image Editing via Vision In-Context Relations—0
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models—0
Mitigating Cross-Modal Distraction and Ensuring Geometric Feasibility via Affordance-Guided, Self-Consistent MLLMs for Food Preparation Task Planning—0
Test-Time Training Provably Improves Transformers as In-context Learners—0
Quantifying Interpretability in CLIP Models with Concept Consistency—0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
Take Off the Training Wheels Progressive In-Context Learning for Effective AlignmentCode0
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models—0
Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning—0
Hybrid Agents for Image Restoration—0
In-Context Defense in Computer Agents: An Empirical Study—0
N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning—0
Training Plug-n-Play Knowledge Modules with Deep Context Distillation—0
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse AttentionCode1
YuE: Scaling Open Foundation Models for Long-Form Music GenerationCode9
LLMIdxAdvis: Resource-Efficient Index Advisor Utilizing Large Language Model—0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
Strategies for political-statement segmentation and labelling in unstructured text—0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems—0
Simulating and Analysing Human Survey Responses with Large Language Models: A Case Study in Energy Stated Preference—0
Strategy Coopetition Explains the Emergence and Transience of In-Context LearningCode1
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning—0
Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?—0
Uncovering inequalities in new knowledge learning by large language models across different languagesCode0
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents—0
Targeted Distillation for Sentiment Analysis—0
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
Leveraging Large Language Models to Develop Heuristics for Emerging Optimization ProblemsCode0
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring SolutionsCode0
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