Yunyi Zhang
Yunyi Zhang has 2 papers in our library, in 2020–2021, most of them on Language models & pretraining; often with Jiawei Han, Chao Zhang, Chenyan Xiong.
OpenAlex · ORCID · h-index 19 · 119 works · 1,255 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 144 times in our library · ⭐ Paper Stars ranking: #3732
Affiliations
🏢China National Petroleum CorporationBeijing ·
China2022–2026 · 8 papers🎓University of Electronic Science and Technology of ChinaChengdu ·
China2024–2026 · 7 papers🎓Beijing Jiaotong UniversityBeijing ·
China2024–2026 · 6 papers🎓Tsinghua UniversityBeijing ·
China2020–2026 · 6 papers🎓Harbin Institute of TechnologyHarbin ·
China2020–2026 · 3 papers🏥Peking University Third HospitalBeijing ·
China2026 · 1 paper🎓Xi'an Jiaotong UniversityXi'an ·
China2007–2010 · 10 papers🎓University of Illinois Urbana-ChampaignUrbana ·
United States2020–2024 · 7 papers🎓Sun Yat-sen UniversityGuangzhou ·
China2020–2025 · 4 papers🎓Xiamen UniversityXiamen ·
China2021–2025 · 4 papers
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
20211 paperScaling Deep Contrastive Learning Batch Size under Memory Limited Setup20201 paperText Classification Using Label Names Only: A Language Model Self-Training Approach
Papers
- Text Classification Using Label Names Only: A Language Model Self-Training Approach (2020 · 274 citations)
The paper asks whether a text classifier can be trained without any annotated documents, using only each category's name plus an unlabeled corpus. - Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup (2021 · 130 citations)
Batch-wise contrastive training of text encoders, such as dense retrievers, works better with large batches because every example gains more in-batch negatives.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Workshop on Representation Learning for NLP: Workshop on Representation Learning for NLP 2021
Cited by
Updated
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