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HKBU HCI-RecSys Team Blog

Every intelligence has a story.

Positive Intelligence Lab
Dr. Li CHEN
Dr. Yucheng JIN
Dr. Lei LI
Mr. Weixin CHEN
Mr. Xianglin ZHAO
Mr. Yizhe ZHANG
ACM TIST 2023 & SIGIR 2021 | 像搜索引擎一样给推荐物品的解释进行排序

Author: Lei LI

Department of Computer Science, Hong Kong Baptist University


Lei LiAbout 8 minRecommender SystemsInformation RetrievalNatural Language Processing
刚打造的小生态NLG4RS:基于推荐系统的自然语言生成

Author: Lei LI

Department of Computer Science, Hong Kong Baptist University

该生态(链接)包括:典型自然语言生成模型的PyTorch实现(预训练模型GPT-2、Transformer、GRU和LSTM),评估指标,公开数据集,以及创建这些数据集的代码。应用场景以推荐系统解释生成(recommendation explanation generation)为例,但不局限于此,可扩展至其他相似应用,如用户评论生成(review generation)、用户评论摘要(review summarization)、提示生成(tip generation)、对话系统(dialogue systems)等。


Lei LiAbout 9 minNatural Language ProcessingRecommender SystemsLanguage Models
CIKM 2020 | 神经模板——给推荐的产品自动生成模板状解释及其评估

Author: Lei LI

Department of Computer Science, Hong Kong Baptist University


Lei LiAbout 6 minRecommender SystemsNatural Language Processing