Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning

Author:

Chen Zeyuan1ORCID,Chen Wei1ORCID,Xu Jia1ORCID,Liu Zhongyi1ORCID,Zhang Wei2ORCID

Affiliation:

1. Ant Group, Hangzhou, China

2. East China Normal University, Shanghai, China

Publisher

ACM

Reference37 articles.

1. Qian Chen , Xiaodan Zhu , Zhenhua Ling , Si Wei , Hui Jiang , and Diana Inkpen . 2016. Enhanced LSTM for natural language inference. arXiv preprint arXiv:1609.06038 ( 2016 ). Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang, and Diana Inkpen. 2016. Enhanced LSTM for natural language inference. arXiv preprint arXiv:1609.06038 (2016).

2. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

3. Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation

4. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

5. GLM: General Language Model Pretraining with Autoregressive Blank Infilling

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