Joshua Lee

Game-Theoretic Approaches for Step-wise Controllable Text Generation in Large Language Models

2024

The growing reliance on AI-generated content across various industries necessitates robust methods for controlling the outputs of language models to ensure quality, relevance, and adherence to ethical guidelines. Introducing a novel gametheoretic framework, this research …

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection

2024 · arXiv (Cornell University)

Sarcasm detection is a significant challenge in sentiment analysis due to the nuanced and context-dependent nature of verbiage. We introduce Pragmatic Metacognitive Prompting (PMP) to improve the performance of Large Language Models (LLMs) in sarcasm …