Colin Clement
6 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (20)
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Conferences
EMNLP (5)
ICLR (1)
Top co-authors
Keywords
code generation
(3)
code summarization
(2)
program translation
(2)
language model
(2)
model evaluation
(1)
text generation
(1)
source code
(1)
software engineering
(1)
evaluation metric
(1)
intermediate representation
(1)
defect detection
(1)
code translation
(1)
unsupervised translation
(1)
code execution
(1)
program understanding
(1)
syntax tree
(1)
execution-based evaluation
(1)
unit testing
(1)
python code
(1)
active testing
(1)
Papers
Program Translation via Code Distillation
EMNLP 2023
SUT: Active Defects Probing for Transcompiler Models
EMNLP 2023
Execution-based Evaluation for Data Science Code Generation Models
EMNLP 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