Rui Meng
Salesforce Research
About
I am Rui Meng (孟睿), currently a research scientist at Salesforce Research. My research focuses on Natural Language Processing and Machine Learning. Particularly, I am interested in Representation Learning and Language Grounding. Please check out our openings for both fulltime jobs and internships.
I finished my Ph.D. at School of Computing and Information, University of Pittsburgh and I was advised by Prof. Daqing He and Prof. Peter Brusilovsky. Prior to my Ph.D. life at Pitt, I received my bachelor and master degree at Wuhan University, and I was advised by Prof. Wei Lu. I interned at Google Research (2018, 2020), Salesforce Research (2019) and Yahoo! Research (2017).
Check out my resume/CV for more information.
Publications
You can also check out my Google Scholar page for all my publications. (*: Equal Contribution)-
36th AAAI Conference on Artificial Intelligence. (AAAI 2022).
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59th Annual Meeting of the Association for Computational Linguistics. 2021. (ACL 2021).
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43rd European Conference on Information Retrieval. 2021. (ECIR 2021).
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Conference on Empirical Methods in Natural Language Processing. 2018. (EMNLP 2018).
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55th Annual Meeting of Association for Computational Linguistics. 2017. (ACL 2017).
Work Experience
- Managers: Yingbo Zhou , Caiming Xiong
- Build lighter BERT models for Mobile Devices
- Managers: Tomer Levinboim , Nan Ding , Radu Soricut
- Pre-training for text summarization
- Managers: Wojciech Kryściński , Caiming Xiong
- Recognize user action patterns in mobile search
- Predict user satisfaction and quality of search results
- Managers: Max Vladymyrov , Qi Guo
- Developed an online evaluation method for large-scale dialogue systems
- Managers: Zhen Yue , Alyssa Glass