#Reviews on selfloss software#
The recommended reasons for review software display should meet the following three characteristics:
The goal of this recommendation review display task is to dig out short sentences that are suitable as the reason for recommendation from real user reviews.
Below, explain from the topic description, problem-solving ideas and code implementation. This task is a typical short text (up to 20 words) two classification problem, using pre-trained Bert to solve. In other words, the same shop, according to user preferences, different people see different reasons for recommendation. If the recommendation reason is "good environment", A will click in and user B is more concerned about the taste of the dishes and does not have high requirements for the environment, then the recommendation reason is like " If it's delicious", B is more likely to click in. For example, in the same Cantonese restaurant, user A has high requirements for the environment. This is like a recommendation system, because it is necessary to recommend suitable comments to different users. Recommended review display refers to selecting one of many user reviews as the reason for recommendation of the shop, in order to hope that more people will open the shop./ There are many methods for text classification, such as fasttext, textcnn, etc., but in front of Bert, it is a little bit of a shame. Message: Bert is naturally suitable for classification tasks. Author: Gao Baoli, Excellent Learner of Datawhale
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