PersonalTM: Transformer Memory for Personalized Retrieval

Author:

Lian Ruixue1ORCID,Lu Sixing2ORCID,Solomon Clint2ORCID,Aguilar Gustavo2ORCID,Ponnusamy Pragaash2ORCID,Han Jialong2ORCID,Ma Chengyuan2ORCID,Guo Chenlei2ORCID

Affiliation:

1. University of Wisconsin-Madison, Madison, WI, USA

2. Amazon Alexa AI, Seattle, WA, USA

Publisher

ACM

Reference43 articles.

1. Modeling the impact of short- and long-term behavior on search personalization

2. Michele Bevilacqua , Giuseppe Ottaviano , Patrick Lewis , Wen-tau Yih, Sebastian Riedel , and Fabio Petroni . 2022. Autoregressive search engines: Generating substrings as document identifiers. arXiv preprint arXiv:2204.10628 ( 2022 ). Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Wen-tau Yih, Sebastian Riedel, and Fabio Petroni. 2022. Autoregressive search engines: Generating substrings as document identifiers. arXiv preprint arXiv:2204.10628 (2022).

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901.

4. Chun-Fu Richard Chen , Quanfu Fan , and Rameswar Panda . 2021 . Crossvit: Cross-attention multi-scale vision transformer for image classification . In Proceedings of the IEEE/CVF international conference on computer vision. 357--366 . Chun-Fu Richard Chen, Quanfu Fan, and Rameswar Panda. 2021. Crossvit: Cross-attention multi-scale vision transformer for image classification. In Proceedings of the IEEE/CVF international conference on computer vision. 357--366.

5. Mobile-Former: Bridging MobileNet and Transformer

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