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Mengdi Zhang

Hong Kong Polytechnic University

SCHOLARLY PAPERS

8

DOWNLOADS

1,014

TOTAL CITATIONS

1

Scholarly Papers (8)

1.

Optimizing ESG Reporting: Innovating with E-Bert Models in Nature Language Processing

Number of pages: 27 Posted: 02 Apr 2024
Hong Kong Polytechnic University, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 281 (282,737)

Abstract:

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Environmental, Social, and Governance (ESG), non-financial reporting, automated assessment, Deep Learning, nature language processing.

2.

Do Fairness Concerns Matter for ESG Decision-Making? Strategic Interactions in Digital Twin-Enabled Sustainable Semiconductor Supply Chain

Number of pages: 45 Posted: 24 Oct 2023
Hong Kong Polytechnic University, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University, Hong Kong Polytechnic University and The University of Hong Kong
Downloads 213 (359,492)

Abstract:

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ESG, Decision-making, Fairness concerns, Supply Chain Management, Evolutionary game.

3.

Commitment or Rent-Seeking? A Tripartite Evolutionary Game Analysis for ESG Reporting in Sustainable E-Commerce Logistics

Number of pages: 40 Posted: 14 Mar 2023
Hong Kong Polytechnic University, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 174 (433,279)

Abstract:

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ESG reporting, rent-seeking behavior, incentive policy, evolutionary game, E-commerce logistics.

4.

Harnessing large language models for ESG analysis: Evaluating non-financial factors in stock prices

Number of pages: 37 Posted: 19 Sep 2025
Hong Kong Polytechnic University, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University, Hong Kong Polytechnic University and The University of Hong Kong
Downloads 138 (544,251)

Abstract:

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Environmental, Social, and Governance (ESG), Artificial Intelligence, large language model, stock price performance

5.

Risk-Averse Behavior and Incentive Policies: A New Perspective on Spatial-Temporal Traceability Supervision in Construction Logistics Supply Chains

Number of pages: 32 Posted: 29 Nov 2023
Hong Kong Polytechnic University, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 85 (771,553)
Citation 1

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Logistics, spatial-temporal traceability, risk-averse behavior, evolutionary game, construction supply chain

6.

Optimal pricing strategy in live streaming sales with blockchain traceability

Number of pages: 46 Posted: 17 Nov 2025
affiliation not provided to SSRN, Hong Kong Polytechnic University, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 52 (1,063,489)

Abstract:

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Automotive industry, live streaming, data collection, blockchain, e-commerce

7.

Do Large Language Models Enlarge Demand? Optimal Channel Structures and Multi-Agency Mode in Online Retailing

Number of pages: 10 Posted: 06 May 2025
affiliation not provided to SSRN, Hong Kong Polytechnic University, Nankai University, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 42 (1,196,171)

Abstract:

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Channel structures, e-commerce, Operations and Supply Chain Management, Artificial Intelligence, large language models

8.

Sustainable supply chain financing strategies for capital-constrained manufacturers with ESG initiatives

Number of pages: 1 Posted: 13 Apr 2026
Hong Kong Polytechnic University, affiliation not provided to SSRN, Nanjing University of Posts and Telecommunications, Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 29 (1,481,165)

Abstract:

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Supply chain finance, Environmental, Social, and Governance (ESG), blockchain, loan strategies, Game theory