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Alexey Svyatkovskiy

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Generating Bug-Fixes Using Pretrained Transformers

Apr 28, 2021
Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan

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CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Feb 09, 2021
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu

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PyMT5: multi-mode translation of natural language and Python code with transformers

Oct 07, 2020
Colin B. Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan

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GraphCodeBERT: Pre-training Code Representations with Data Flow

Sep 29, 2020
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou

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Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers

Sep 11, 2020
Michele Tufano, Dawn Drain, Alexey Svyatkovskiy, Neel Sundaresan

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Unit Test Case Generation with Transformers

Sep 11, 2020
Michele Tufano, Dawn Drain, Alexey Svyatkovskiy, Shao Kun Deng, Neel Sundaresan

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IntelliCode Compose: Code Generation Using Transformer

May 16, 2020
Alexey Svyatkovskiy, Shao Kun Deng, Shengyu Fu, Neel Sundaresan

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Fast and Memory-Efficient Neural Code Completion

Apr 29, 2020
Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Franco, Miltiadis Allamanis

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Large-scale text processing pipeline with Apache Spark

Dec 02, 2019
Alexey Svyatkovskiy, Kosuke Imai, Mary Kroeger, Yuki Shiraito

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