Search Results for author: Richard Zhao

Found 4 papers, 1 papers with code

ContrastWSD: Enhancing Metaphor Detection with Word Sense Disambiguation Following the Metaphor Identification Procedure

1 code implementation6 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.

Sentence Word Sense Disambiguation

Creative Data Generation: A Review Focusing on Text and Poetry

no code implementations15 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.

Text Generation

Exploring Adaptive MCTS with TD Learning in miniXCOM

no code implementations10 Oct 2022 Kimiya Saadat, Richard Zhao

In recent years, Monte Carlo tree search (MCTS) has achieved widespread adoption within the game community.

Board Games Starcraft

Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification

no code implementations7 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.

General Classification text-classification +1

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