Chenglei Si

Statistics

Publications

Citations

552

H-Index

Active since

2019

Affiliations

University of Maryland, College Park(Current)

Harbin Institute of Technology

Beijing Academy of Artificial Intelligence

Tsinghua University

Institute for Infocomm Research

Chenglei Si is an author at University of Maryland, College Park specializing in natural language processing, engineering, and computational linguistics.

Top concepts

EngineeringNatural Language ProcessingLinguisticsMachine TranslationComputational LinguisticsLanguageData ScienceMachine LearningArtificial IntelligenceDeep Learning

Publications per year

2019–2024

Publications

Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky et al. · arXiv (Cornell University) · 2021 · 103 citations · Full text

Engineering, Semantics, Neural Era +23

CharBERT: Character-aware Pre-trained Language Model

Wentao Ma, Yiming Cui, Chenglei Si et al. · 2020 · 84 citations · Full text

The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Sander Schulhoff, Michael Ilie, Nishant Balepur et al. · arXiv (Cornell University) · 2024 · 69 citations · Full text

Prompting GPT-3 To Be Reliable

Chenglei Si, Zhe Gan, Zhengyuan Yang et al. · arXiv (Cornell University) · 2022 · 68 citations · Full text

Reliability, Natural Language Processing, Artificial Intelligence +14

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning

Chenglei Si, Zhengyan Zhang, Fanchao Qi et al. · 2021 · 46 citations · Full text

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