Tag: natural language processing
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Detecting Rhetorical Questions in LLMs: A Linear Probing Study
Explore how large language models represent rhetorical questions using linear probing across social media datasets, revealing distinct linguistic cues.
Adaptive Conformal Prediction to Boost LLM Factual Accuracy
Enhance large language model outputs with adaptive conformal prediction for improved factuality and reliable AI-generated content.
Zero-Shot Learning for Sentiment Analysis in Software Engineering
Explore how zero-shot learning tackles sentiment analysis challenges in software engineering without relying on annotated datasets.
Reinforcement Learning for Explainable Sentiment Analysis
Discover how reinforcement learning enhances sentiment analysis by aligning AI reasoning with human rationale for better accuracy and interpretability.
Peer-Predictive Self-Training Boosts Language Model Reasoning
Discover how Peer-Predictive Self-Training improves language model reasoning accuracy without external supervision using collaborative learning.