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Guodong Zhou

Soochow University

No. 1 Shizi Street

Taipei, 215006

Taiwan

SCHOLARLY PAPERS

3

DOWNLOADS

157

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Training-Free and Zero-Shot Regeneration for Hallucination Mitigation in Mllms: Representation Understanding Perspective

Number of pages: 32 Posted: 23 Jul 2025
affiliation not provided to SSRN, Soochow University, Soochow University, Soochow University, Soochow University and Soochow University
Downloads 70 (883,195)

Abstract:

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Hallucination Mitigation (HM), Multimodal Large Language, Zero-shot Regeneration, Training-free, Universal Approximation

2.

Dtda: Dual-Channel Triple-to-Quintuple Data Augmentation for Comparative Opinion Quintuple Extraction

Number of pages: 19 Posted: 12 Sep 2024
Soochow University, Alibaba Group, Zhejiang University, Soochow University, Soochow University and Soochow University
Downloads 49 (1,133,231)

Abstract:

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natural language processing, Large Language Model, Comparative opinion quintuple extraction, Data Augmentation, Triple-to-quint

3.

Structure Generation for Cross-Domain Aspect-Based Sentiment Classification

Number of pages: 16 Posted: 28 May 2024
Shichen Li, Zhongqing Wang, Yanzhi Xu and Guodong Zhou
Soochow University, Soochow University, Soochow University and Soochow University
Downloads 38 (1,209,354)

Abstract:

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Aspect-based Sentiment Analysis, Transfer learning, Pre-trained generation model, Syntactic structure, Prompt strategy