Persona Identification in E-Commerce with Scarce Labels and In-Context Graph Learning

ACM SIGKDD 2025

Anjali Gupta*, Prashant Kumar*, Aniket Mishra, Abhishek Singh, Surender Kumar, Muthusamy Chelliah, Abhijnan Chakraborty, Sayan Ranu

News

• [June 2025] Codebase published.
• [June 2025] Accepted at KDD'2025.

Data

Download the opensourced Amazon reviews data from this link We provide details on the dataset at the above webpage.
bash unzip data.zip

We provide code for replicating the experimental results on the Amazon review dataset

1. Create the environment using the yml file shared
   bash conda env create -f environment.yml

2 Jump into the folders to run the models by following the readme: