Large Language Models for Graph Learning

Author:

Ding Yujuan1ORCID,Fan Wenqi1ORCID,Huang Xiao1ORCID,Li Qing1ORCID

Affiliation:

1. The Hong Kong Polytechnic University, Hong Kong, Hong Kong

Funder

Research Collaborative Project

internal research funds from The Hong Kong Polytechnic University

General Research Funds from the Hong Kong Research Grants Council

NSFC

SHTM Interdisciplinary Large Grant

Publisher

ACM

Reference27 articles.

1. Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su Bryan Wilie Holy Lovenia Ziwei Ji Tiezheng Yu Willy Chung et al. 2023. A multitask multilingual multimodal evaluation of chatgpt on reasoning hallucination and interactivity. arXiv preprint arXiv:2302.04023 (2023).

2. Zhikai Chen Haitao Mao Hang Li Wei Jin Hongzhi Wen Xiaochi Wei Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu et al. 2023. Exploring the potential of large language models (llms) in learning on graphs. arXiv preprint arXiv:2307.03393 (2023).

3. Antonia Creswell, Murray Shanahan, and Irina Higgins. 2022. Selection-inference: Exploiting large language models for interpretable logical reasoning. arXiv preprint arXiv:2205.09712 (2022).

4. Time-Aware Language Models as Temporal Knowledge Bases

5. Leveraging Two Types of Global Graph for Sequential Fashion Recommendation

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