ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs

3 May 2023

Xiang Li

Tianming Liu

Junzhou Huang

AI4MH

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Papers citing "ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs"

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Title
CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis Hao Zhen Jidong J. Yang 26 0 0 08 May 2025
Column Vocabulary Association (CVA): semantic interpretation of dataless tables Margherita Martorana Xueli Pan Benno Kruit Tobias Kuhn Jacco van Ossenbruggen 28 1 0 06 Sep 2024
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models Erik Cambria Lorenzo Malandri Fabio Mercorio Navid Nobani Andrea Seveso 48 11 0 21 Jul 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation Pablo Messina René Vidal Denis Parra Álvaro Soto Vladimir Araujo MedIm 56 2 0 02 Jul 2024
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution Yurui Chang Bochuan Cao Yujia Wang Jinghui Chen Lu Lin LRM 25 0 0 30 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 26 23 0 23 Apr 2024
Evaluating the Performance of ChatGPT for Spam Email Detection Shijing Si Yuwei Wu Jiawen Gu Yugui Zhang Jedrek Wosik Qinliang Su 44 8 0 23 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 33 10 0 17 Feb 2024
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 22 37 0 10 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 26 24 0 05 Dec 2023
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models Minze Chen Zhenxiang Tao Weitong Tang Tingxin Qin Rui Yang Chunli Zhu 27 20 0 15 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Towards LLM-guided Causal Explainability for Black-box Text Classifiers Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 11 33 0 23 Sep 2023
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction Yucheng Shi Yushun Dong Qiaoyu Tan Jundong Li Ninghao Liu 35 24 0 18 Aug 2023
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking David Bayani MLLM 26 5 0 28 Jul 2023
ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning Yucheng Shi Kaixiong Zhou Ninghao Liu 20 11 0 03 Jul 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng R. Li 24 31 0 20 Jun 2023
Artificial General Intelligence for Medical Imaging Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Quanzheng Li W. Liu Tianming Liu Dinggang Shen LM&MA AI4CE 17 40 0 08 Jun 2023
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs C. Yue Xinru Xu Xiaojun Ma Lun Du Hengyu Liu Zhiming Ding Yanbing Jiang Shi Han Dongmei Zhang 22 3 0 24 May 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 83 208 0 24 Mar 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 19 5 0 17 Dec 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,448 0 28 Jan 2022
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 177 1,933 0 02 Feb 2020