Dawn Drain
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Architectures
(3)
Core AI
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Machine Learning
(1)
Applications
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
code summarization
(2)
code generation
(2)
language model
(2)
language model evaluation
(1)
model behavior
(1)
reinforcement learning from human feedback
(1)
source code
(1)
software engineering
(1)
masked language modeling
(1)
inverse scaling
(1)
code representation
(1)
program understanding
(1)
model-written evaluation
(1)
behavior discovery
(1)
syntax tree
(1)
code search
(1)
abstract syntax tree
(1)
python code
(1)
data flow
(1)
clone detection
(1)
Papers
Discovering Language Model Behaviors with Model-Written Evaluations
ACL 2023
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