Awesome

NETE (NEural TEmplate)

Papers

• Lei Li, Yongfeng Zhang, Li Chen. Generate Neural Template Explanations for Recommendation. CIKM'20. [Paper]
• Lei Li, Li Chen, Yongfeng Zhang. Towards Controllable Explanation Generation for Recommender Systems via Neural Template. WWW'20 Demo. [Paper]

A small unpretrained Transformer version is available at PETER!

A large pretrained GPT-2 version is available at PEPLER!

A small ecosystem for Recommender Systems-based Natural Language Generation is available at NLG4RS!

Code dependencies

• TensorFlow 1.4
• Python 3.6

Datasets to download

• Amazon Movies & TV
• TripAdvisor Hong Kong
• Yelp 2019

For those who are interested in how to obtain (feature, opinion, template, sentiment) quadruples, please refer to Sentires-Guide.

Citations

@inproceedings{CIKM20-NETE,
	title={Generate Neural Template Explanations for Recommendation},
	author={Li, Lei and Zhang, Yongfeng and Chen, Li},
	booktitle={CIKM},
	year={2020}
}
@inproceedings{WWW20-NETE,
	title={Towards Controllable Explanation Generation for Recommender Systems via Neural Template},
	author={Li, Lei and Chen, Li and Zhang, Yongfeng},
	booktitle={WWW Demo},
	year={2020}
}