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In-Context Learning

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Showing 851–900 of 2297 papers

TitleStatusHype
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models—0
Foundation Models for Music: A SurveyCode3
Focused Large Language Models are Stable Many-Shot Learners—0
Probing Causality Manipulation of Large Language Models—0
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues—0
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models—0
In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting—0
Causal-Guided Active Learning for Debiasing Large Language ModelsCode1
Investigating LLM Applications in E-Commerce—0
Multimodal Contrastive In-Context Learning—0
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization—0
Transformers are Minimax Optimal Nonparametric In-Context Learners—0
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMsCode0
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models—0
Clinical Insights: A Comprehensive Review of Language Models in Medicine—0
Memorization in In-Context Learning—0
Benchmarking Large Language Models for Math Reasoning TasksCode0
Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code GenerationCode3
V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard?Code1
QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory—0
Self-Refined Generative Foundation Models for Wireless Traffic Prediction—0
Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts—0
In-Context Learning with Representations: Contextual Generalization of Trained Transformers—0
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning—0
Out-of-distribution generalization via composition: a lens through induction heads in TransformersCode0
Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection—0
Trust-Oriented Adaptive Guardrails for Large Language Models—0
xGen-MM (BLIP-3): A Family of Open Large Multimodal ModelsCode2
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions—0
LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression—0
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQLCode1
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language ModelsCode1
Fast Training Dataset Attribution via In-Context Learning—0
Cropper: Vision-Language Model for Image Cropping through In-Context Learning—0
Large Language Models Know What Makes Exemplary Contexts—0
SceneGPT: A Language Model for 3D Scene Understanding—0
Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs—0
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models—0
LLM-Based Robust Product Classification in Commerce and Compliance—0
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction—0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
In-Context Exploiter for Extensive-Form Games—0
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine TranslationCode0
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression—0
Learning Fine-Grained Grounded Citations for Attributed Large Language ModelsCode1
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon TasksCode2
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations—0
Can LLMs Serve As Time Series Anomaly Detectors?—0
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