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In-Context Learning

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TitleStatusHype
Exploring Large Language Models for Product Attribute Value Identification—0
ARTICLE: Annotator Reliability Through In-Context Learning—0
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator LearningCode0
LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks—0
A Controlled Study on Long Context Extension and Generalization in LLMsCode2
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype DetectionCode0
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis—0
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Semformer: Transformer Language Models with Semantic Planning—0
Reasoning Graph Enhanced Exemplars Retrieval for In-Context LearningCode0
Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming—0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Do Large Language Models Need a Content Delivery Network?Code9
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs—0
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition—0
Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization—0
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQLCode0
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMsCode0
Language Models "Grok" to Copy—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LLM-based Weak Supervision Framework for Query Intent Classification in Video Search—0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
Fine-tuning Large Language Models for Entity MatchingCode1
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications—0
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