Chinese Synesthesia Detection: New Dataset and Models

no code implementations • Findings (ACL) 2022 • Xiaotong Jiang, Qingqing Zhao, Yunfei Long, Zhongqing Wang

In this paper, we introduce a new task called synesthesia detection, which aims to extract the sensory word of a sentence, and to predict the original and synesthetic sensory modalities of the corresponding sensory word.

Sentence

Opinion Tree Parsing for Aspect-based Sentiment Analysis

1 code implementation • 15 Jun 2023 • Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang, Yue Zhang, Guodong Zhou

To address these challenges, we propose an opinion tree parsing model, aiming to parse all the sentiment elements from an opinion tree, which is much faster, and can explicitly reveal a more comprehensive and complete aspect-level sentiment structure.

Aspect-Based Sentiment Analysis Sentiment Analysis

Aspect-based Sentiment Analysis with Opinion Tree Generation

no code implementations • IJCAI 2022 • Xiaoyi Bao, Wang Zhongqing, Xiaotong Jiang, Rong Xiao, Shoushan Li

Furthermore, we propose a pre-trained model to integrate both syntax and semantic features for opinion tree generation.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)

Technical Background for "A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis"

1 code implementation • 27 Jan 2020 • Xiaotong Jiang, Amanda E. Nelson, Rebecca J. Cleveland, Daniel P. Beavers, Todd A. Schwartz, Liubov Arbeeva, Carolina Alvarez, Leigh F. Callahan, Stephen Messier, Richard Loeser, Michael R. Kosorok

We provide additional statistical background for the methodology developed in the clinical analysis of knee osteoarthritis in "A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis" (Jiang et al. 2020).