Aaron Traylor
4 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) ❓ The Questioner
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Models
(1)
Keywords
transfer learning
(1)
logical reasoning
(1)
optimal transport
(1)
object tracking
(1)
semantic representation
(1)
distributional semantics
(1)
convolutional neural network
(1)
language model
(1)
formal language
(1)
propositional logic
(1)
sequence-to-sequence model
(1)
entity resolution
(1)
character encoding
(1)
string similarity
(1)
physical reasoning
(1)
sinkhorn iteration
(1)
neural network
(1)
distributional language model
(1)
alias detection
(1)
morphological task
(1)
Papers
Can Neural Networks Learn Implicit Logic from Physical Reasoning?
ICLR 2023
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations
ACL 2021
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
ACL 2019
Seq2Seq Models with Dropout can Learn Generalizable Reduplication
EMNLP 2018