1 code implementation • 6 Sep 2023 • Mohamad Elzohbi, Richard Zhao
This paper presents ContrastWSD, a RoBERTa-based metaphor detection model that integrates the Metaphor Identification Procedure (MIP) and Word Sense Disambiguation (WSD) to extract and contrast the contextual meaning with the basic meaning of a word to determine whether it is used metaphorically in a sentence.
no code implementations • 15 May 2023 • Mohamad Elzohbi, Richard Zhao
The rapid advancement in machine learning has led to a surge in automatic data generation, making it increasingly challenging to differentiate between naturally or human-generated data and machine-generated data.
no code implementations • 10 Oct 2022 • Kimiya Saadat, Richard Zhao
In recent years, Monte Carlo tree search (MCTS) has achieved widespread adoption within the game community.
no code implementations • 7 Feb 2018 • Lucy Xia, Richard Zhao, Yanhui Wu, Xin Tong
To deal with inestimable data distortion, we propose the use of the Neyman-Pearson (NP) classification paradigm, which minimizes type II error under a user-specified type I error constraint.