Paras Sheth

Evaluation Methods and Measures for Causal Learning Algorithms

2022 · arXiv (Cornell University)

The convenient access to copious multi-faceted data has encouraged machine learning researchers to reconsider correlation-based learning and embrace the opportunity of causality-based learning, i.e., causal machine learning (causal learning). Recent years have therefore witnessed great …

A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization

2024 · arXiv (Cornell University)

We have witnessed lately a rapid proliferation of advanced Large Language Models (LLMs) capable of generating high-quality text. While these LLMs have revolutionized text generation across various domains, they also pose significant risks to the …