ReviewGeneration

#NaturalLanguageGeneration#Pocket#NLP
Issue Date: 2019-08-17 User Preference-Aware Review Generation, Wang+, PAKDD19 #RecommenderSystems#NeuralNetwork#NaturalLanguageGeneration#NLP
Issue Date: 2019-05-31 Multimodal Review Generation for Recommender Systems, Truong+, WWW19 CommentPersonalized Review Generationと、Rating Predictionを同時学習した研究（同時学習自体はすでに先行研究がある）。 また、先行研究のinputは、たいていはuser, itemであるが、multi-modalなinputとしてレビューのphotoを活用した ... #RecommenderSystems#NeuralNetwork#NaturalLanguageGeneration#Pocket#NLP
Issue Date: 2019-08-17 Improving Explainable Recommendations with Synthetic Reviews, Ouyang+, RecSys18

#NeuralNetwork#NLP
Issue Date: 2019-04-12 Personalized Review Generation by Expanding Phrases and Attending on Aspect-Aware Representations, Ni+, ACL18 Comment![image](https://user-images.githubusercontent.com/12249301/56010165-8fd44a00-5d1d-11e9-8cad-81a5178d95d2.png) Personalized Review Generationタスクを、uPy ... #Pocket#NLP#Personalization
Issue Date: 2018-07-25 Personalized Review Generation by Expanding Phrases and Attending on Aspect-Aware Representations, Ni+, ACL18 #RecommenderSystems#NeuralNetwork#NLP
Issue Date: 2019-04-12 Neural rating regression with abstractive tips generation for recommendation, Li+, SIGIR17 CommentRating Predictionとtips generationを同時に行うことで、両者の性能を向上させた最初の研究。 tipsとは、ユーザの経験や感じたことを、短いテキスト（1文とか）で簡潔に記したもの。![image](https://user-images.githubusercontent ... #NeuralNetwork#NLP
Issue Date: 2019-04-12 Towards automatic generation of product reviews from aspectsentiment scores, Zang+, INLG17 CommenthierarchicalなNNで、long reviewの生成に取り組んだ論文 ... #NeuralNetwork#NLP
Issue Date: 2019-03-08 Learning to Generate Product Reviews from Attributes, Dong+, EACL17 Comment（たぶん）最初のreview generation論文 ... #RecommenderSystems#NeuralNetwork#NaturalLanguageGeneration#CollaborativeFiltering#NLP
Issue Date: 2019-02-01 Estimating Reactions and Recommending Products with Generative Models of Reviews, Ni+, IJCNLP17 CommentCollaborative Filtering (CF) によるコンテンツ推薦とReview Generationを同時に学習し、 両者の性能を向上させる話。 非常に興味深い設定で、このような実験設定でReview Generationを行なった初めての研究。CFではMatrix Factoriza ... #NLP#Personalization
Issue Date: 2017-12-28 Extended Recommendation Framework: Generating the Text of a User Review as a Personalized Summary Poussevin+, CBRecsys15, 2015.09 Commentreview generationの結果をrating predictionに伝搬することで性能よくしました、という話だと思う ... #Article#NLP
Issue Date: 2021-03-17 Unsupervised Opinion Summarization as Copycat-Review Generation, Bražinskas, arXiv20 #Article#RecommenderSystems#NeuralNetwork#NaturalLanguageGeneration#Pocket#NLP
Issue Date: 2019-08-17 Review Response Generation in E-Commerce Platforms with External Product Information #Article#RecommenderSystems#NeuralNetwork#NaturalLanguageGeneration#Pocket#NLP
Issue Date: 2019-08-17 Automatic Generation of Personalized Comment Based on User Profile, Zeng+, arXiv