Alexey Svyatkovskiy
6 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
ACL (2)
EMNLP (2)
ICLR (2)
Top co-authors
Keywords
language model
(3)
code generation
(3)
code summarization
(2)
source code
(2)
code completion
(2)
pre-trained language model
(1)
retrieval-augmented generation
(1)
auto-regressive model
(1)
semantic retrieval
(1)
code representation
(1)
code execution
(1)
code intelligence
(1)
program understanding
(1)
syntax tree
(1)
python code
(1)
semantic comprehension
(1)
docstring generation
(1)
mutation-based augmentation
(1)
multi-mode translation
(1)
source code modeling
(1)
Papers
Code Execution with Pre-trained Language Models
ACL 2023
ReACC: A Retrieval-Augmented Code Completion Framework
ACL 2022
Learning to Complete Code with Sketches
ICLR 2022
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
EMNLP 2021
GraphCodeBERT: Pre-training Code Representations with Data Flow
ICLR 2021
PyMT5: multi-mode translation of natural language and Python code with transformers
EMNLP 2020