activebus/BERT-XD_Review

BERT-XD_Review is a cross-domain (beyond just laptop and restaurant) language model . Each example is from a single product / restaurant with the same rating, post-trained (fine-tuned) on a combination of 5-core Amazon reviews and all Yelp data . It is trained for 4 epochs on bert-base-uncased. It is expected to have similar performance on domain-specific tasks (such as aspect extraction) as BERT-DK, but much better on general tasks such as aspect sentiment classification . If you find this work useful, please cite it as following: "BERT Post-Training for Review Reading Comprehension and As,