Bengali Fake Reviews: A Benchmark Dataset and Detection System

no code implementations • 3 Aug 2023 • G. M. Shahariar, Md. Tanvir Rouf Shawon, Faisal Muhammad Shah, Mohammad Shafiul Alam, Md. Shahriar Mahbub

This paper introduces the Bengali Fake Review Detection (BFRD) dataset, the first publicly available dataset for identifying fake reviews in Bengali.

Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks

no code implementations • 5 Apr 2023 • Md. Tanvir Rouf Shawon, G. M. Shahariar, Faisal Muhammad Shah, Mohammad Shafiul Alam, Md. Shahriar Mahbub

This paper investigates the potential of semi-supervised Generative Adversarial Networks (GANs) to fine-tune pretrained language models in order to classify Bengali fake reviews from real reviews with a few annotated data.

Generative Adversarial Network Language Modelling