Junjie Zhang
Junjie Zhang has 2 papers in our library, in 2023, most of them on Language models & pretraining; often with Wayne Xin Zhao, Yupeng Hou, Beichen Zhang.
OpenAlex · ORCID · h-index 18 · 134 works · 2,991 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,411 times in our library · ⭐ Paper Stars ranking: #1068
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
💡 Concepts 2Key ideas and methods explained on our concept pages.Language model · 1 workLarge language models · 1 work
Works by year
2020s
Papers
- A Survey of Large Language Models (2023 · 2,875 citations)
The survey addresses a gap in the literature. Pre-trained language models (PLMs) had been reviewed many times, but large language models (LLMs) had not. The authors define LLMs as PLMs with tens or hundreds of billions of parameters. They trace language modeling through four generations: statistical n-gram models… - Large Language Models are Zero-Shot Rankers for Recommender Systems (2023 · 394 citations)
The authors ask how well a general-purpose LLM can rank recommendation candidates without task-specific training, and what helps or hurts that ability.
Co-authors here
- Wayne Xin Zhao ×2
- Yupeng Hou ×2
- Beichen Zhang
- Chen Yang
- Hongyu Lu
- Julian McAuley
- Junyi Li
- Kun Zhou
- Ruobing Xie
- Tianyi Tang
- Xiaolei Wang
- Yifan Du
Venues
- Frontiers of Computer Science: Frontiers of Computer Science 2023
- Lecture notes in computer science: Lecture notes in computer science 2023
Cited by
Updated
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