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Xulang Zhang

4 accepted papers

2024

GPTEval: A Survey on Assessments of ChatGPT and GPT-4

COLING 2024main

The emergence of ChatGPT has generated much speculation in the press about its potential to disrupt social and economic systems. Its astonishing language ability has aroused strong curiosity among scholars about its performance in different domains. There have been many studies evaluating the abilit…

Cited by 125SourcePDFScholar
2024

SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis

ACL 2024findings

The success of state-of-the-art Natural Language Processing (NLP) systems heavily depends on deep neural networks, which excel in various tasks through strong data fitting and latent feature modeling abilities. However, certain challenges linked to deep neural networks and supervised deep learning d…

2024

Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis

EMNLP 2024finding

Prevailing research concentrates on superficial features or descriptions of images, revealing a significant gap in the systematic exploration of their connotative and aesthetic attributes. Furthermore, the use of cross-modal relation detection modules to eliminate noise from comprehensive image repr…

Cited by 6SourcePDFScholar
2023

Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation

EMNLP 2023long findings

Sentiment analysis is a task that highly depends on the understanding of word senses. Traditional neural network models are black boxes that represent word senses as vectors that are uninterpretable for humans. On the other hand, the application of Word Sense Disambiguation (WSD) systems in downstre…

Cited by 0SourceScholar