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In-Context Learning

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Showing 1951–2000 of 2297 papers

TitleStatusHype
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
IntentGPT: Few-shot Intent Discovery with Large Language Models—0
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models—0
Interpreting Affine Recurrence Learning in GPT-style Transformers—0
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task—0
Investigating LLM Applications in E-Commerce—0
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases—0
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications—0
Investigating Vision-Language Model for Point Cloud-based Vehicle Classification—0
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models—0
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation—0
Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis—0
Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming—0
Is In-Context Universality Enough? MLPs are Also Universal In-Context—0
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs—0
Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis—0
It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments—0
It's my Job to be Repetitive! My Job! My Job! -- Linking Repetitions to In-Context Learning in Language Models—0
How Many Demonstrations Do You Need for In-context Learning?—0
Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations—0
Jailbreaking? One Step Is Enough!—0
Japanese-English Sentence Translation Exercises Dataset for Automatic Grading—0
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving—0
Journalism-Guided Agentic In-Context Learning for News Stance Detection—0
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning—0
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction—0
Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges—0
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models—0
Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models—0
LABOR-LLM: Language-Based Occupational Representations with Large Language Models—0
PALM: Predicting Actions through Language Models—0
Language model acceptability judgements are not always robust to context—0
Language Modelling Approaches to Adaptive Machine Translation—0
Language Models are General-Purpose Interfaces—0
Language Models for Text Classification: Is In-Context Learning Enough?—0
Language Models "Grok" to Copy—0
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation—0
Language to Rewards for Robotic Skill Synthesis—0
Language-Vision Planner and Executor for Text-to-Visual Reasoning—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
Large Language Model-Aware In-Context Learning for Code Generation—0
Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems—0
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction—0
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies—0
Large Language Model-guided Document Selection—0
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control—0
Large Language Model-Powered Conversational Agent Delivering Problem-Solving Therapy (PST) for Family Caregivers: Enhancing Empathy and Therapeutic Alliance Using In-Context Learning—0
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