Dawn Drain
4 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge
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Cross-Pollinator
(6)
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Renaissance Researcher
(5)
π₯
Mega-Team
(63)
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Trend Setter
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
Top co-authors
Keywords
language model
(2)
code summarization
(2)
code generation
(2)
language model evaluation
(1)
model behavior
(1)
reinforcement learning from human feedback
(1)
source code
(1)
software engineering
(1)
inverse scaling
(1)
program understanding
(1)
model-written evaluation
(1)
behavior discovery
(1)
syntax tree
(1)
python code
(1)
docstring generation
(1)
multi-mode translation
(1)
transformer architecture
(1)
source code modeling
(1)
code completion
(1)
text generation
(1)
Papers
Discovering Language Model Behaviors with Model-Written Evaluations
ACL 2023
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