RecGPT: Generative Pre-training for Text-based Recommendation
<|reference_start|>RecGPT: Generative Pre-training for Text-based Recommendation: 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<|reference_end|>
@article{ngo2024recgpt:,
    title={RecGPT: Generative Pre-training for Text-based Recommendation},
    author={Hoang Ngo and Dat Quoc Nguyen},
    journal={arXiv preprint arXiv:2405.12715},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.12715},
    primaryClass={cs.IR cs.CL}
}