Ru He

3 papers · 2016–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACL (1) JMLR (1)

Top co-authors

Songfang Huang (1) Jin Tian (1) Chao Yang (1) Ying Nian Wu (1) Fei Huang (1) Yifei Xu (1) Huaiqing Wu (1) Jingqiao Zhang (1) Cheng Yang (1) Liangzhu Ge (1)

Research topics

Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Core Methods (2) Generation (2) Resources & Methods (2) Application Areas (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

replaced token detection (2) self-supervised learning (1) data augmentation (1) posterior sampling (1) markov chain monte carlo (1) bayesian model averaging (1) bayesian network (1) language model (1) pre-trained language model (1) directed acyclic graph (1) masked language modeling (1) pre-training task (1) pretraining efficiency (1) structure learning (1) token ranking (1)

Papers

PEER: Pre-training ELECTRA Extended by Ranking ACL 2023 SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022 Structure Learning in Bayesian Networks of a Moderate Size by Efficient Sampling JMLR 2016