Multi-Grained Topological Pre-Training of Language Models in Sponsored Search-Reference-Cited by-同舟云学术

Multi-Grained Topological Pre-Training of Language Models in Sponsored Search

Published:2023-07-18 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Author:

Tian Zhoujin¹^ORCID,Li Chaozhuo²^ORCID,Zuo Zhiqiang¹^ORCID,Wen Zengxuan¹^ORCID,Hu Xinyue¹^ORCID,Han Xiao¹^ORCID,Huang Haizhen¹^ORCID,Wang Senzhang³^ORCID,Deng Weiwei¹^ORCID,Xie Xing²^ORCID,Zhang Qi¹^ORCID

Affiliation:

1. Microsoft, Beijing, China

2. Microsoft Research Asia, Beijing, China

3. Central South University, Changsha, China

Funder

NSFC

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3539618.3592024

Reference20 articles.

1. Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search

2. Bochen Pang Chaozhuo Li , Hao Sun Yuming Liu , Xing Xie Zheng Liu , Yanling Cui Tianqi Yang , and Qi Zhang Liangjie Zhang . 2021 . AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search . In Proceedings of the 44th international ACM SIGIR conference on research and development in information retrieval. 373--382 . Bochen Pang Chaozhuo Li, Hao Sun Yuming Liu, Xing Xie Zheng Liu, Yanling Cui Tianqi Yang, and Qi Zhang Liangjie Zhang. 2021. AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search. In Proceedings of the 44th international ACM SIGIR conference on research and development in information retrieval. 373--382.

3. Ting Chen , Yizhou Sun , Yue Shi , and Liangjie Hong . 2017. On Sampling Strategies for Neural Network-Based Collaborative Filtering . Association for Computing Machinery . Ting Chen, Yizhou Sun, Yue Shi, and Liangjie Hong. 2017. On Sampling Strategies for Neural Network-Based Collaborative Filtering. Association for Computing Machinery.

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. SimCSE: Simple Contrastive Learning of Sentence Embeddings

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