Can I read RecGPT: Generative Pre-training for Text-based Recommendation on EtoBox?

RecGPT: Generative Pre-training for Text-based Recommendation by Ngo, Hoang; Nguyen, Dat Quoc is a scholarly article available to read on EtoBox.

What is RecGPT: Generative Pre-training for Text-based Recommendation about?

We present the first domain-adapted and fully-trained large language model, RecGPT-7B, and its instruction-following variant, RecGPT-7B-Instruct, for text-based recommendation. Experimental results on rating prediction and sequential recommendation tasks show that our model, RecGPT-7B-Instruct, outperforms previous strong baselines. We are releasing our RecGPT models as well as their pre-training and fine-tuning datasets to facilitate future research and downstream applications in text-based recommendation. Public "huggingface" links to our RecGPT models and datasets are available at: https://github.com/VinAIResearch/RecGPT

Author

Ngo, Hoang; Nguyen, Dat Quoc

Published

2024

Language

EN