Alexey Svyatkovskiy
6 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Deep Learning
(6)
Architectures
(6)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Computer Science
(3)
Applications
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Machine Learning
(2)
Core Methods
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
code generation
(3)
language model
(3)
code completion
(3)
code summarization
(2)
source code
(2)
code representation
(2)
pre-trained language model
(1)
retrieval-augmented generation
(1)
masked language modeling
(1)
program generation
(1)
semantic retrieval
(1)
code execution
(1)
code intelligence
(1)
program understanding
(1)
syntax tree
(1)
code search
(1)
abstract syntax tree
(1)
python code
(1)
sketch generation
(1)
semantic comprehension
(1)
Papers
Code Execution with Pre-trained Language Models
ACL 2023
Learning to Complete Code with Sketches
ICLR 2022
ReACC: A Retrieval-Augmented Code Completion Framework
ACL 2022
GraphCodeBERT: Pre-training Code Representations with Data Flow
ICLR 2021
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
EMNLP 2021
PyMT5: multi-mode translation of natural language and Python code with transformers
EMNLP 2020