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Nan Duan — most-cited papers & profile · AI for Code
← authors
·
overview
Nan Duan
67
papers ·
4478
citations ·
60
h-index
Microsoft Research Asia (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
2020 · 2434 citations
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
2022 · 542 citations
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
2021 · 415 citations
GraphCodeBERT: Pre-training Code Representations with Data Flow
2020 · 155 citations
Automating Code Review Activities by Large-Scale Pre-training
2022 · 155 citations
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
2021 · 65 citations
Low-code LLM: Graphical User Interface over Large Language Models
2023 · 23 citations
Code Execution with Pre-trained Language Models
2023 · 19 citations
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
2021 · 11 citations
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
2023 · 9 citations
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
2023 · 7 citations
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
2019 · 6 citations
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
2021 · 6 citations
CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search
2022 · 6 citations
Execution-based Evaluation for Data Science Code Generation Models
2022 · 4 citations
Top co-authors
Shuai Lu
· 11
Daxin Jiang
· 8
Daya Guo
· 7
Alexey Svyatkovskiy
· 5
Duyu Tang
· 5
Junjie Huang
· 5
Ming Zhou
· 5
Neel Sundaresan
· 5
Yeyun Gong
· 5
Chenfei Wu
· 4
Linjun Shou
· 4
Ming Gong
· 4
Topics
Code Models
Code Generation
Code Understanding
Software Engineering
Code Translation
Testing