Mikaela Keller
7 papers · 2006–2024 · 4 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Full ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (21) ๐ฃ Hot Topic Early Bird
๐
Keyword Champion
๐
Renaissance Researcher
(5)
๐
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Generation
(1)
Keywords
network modeling
(1)
unsupervised learning
(1)
differential privacy
(1)
algorithmic fairness
(1)
graph laplacian
(1)
statistical modeling
(1)
graph theory
(1)
embedding learning
(1)
lexical semantics
(1)
lexical ambiguity
(1)
text representation
(1)
adversarial training
(1)
random fields
(1)
spectral analysis
(1)
spectral graph theory
(1)
random networks
(1)
semantic similarity
(1)
network model
(1)
spectral method
(1)
group fairness
(1)
Papers
Towards an Onomasiological Study of Lexical Semantic Change Through the Induction of Concepts
ACL 2024
To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models
EMNLP 2024
A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models
ACL 2023
Fair Without Leveling Down: A New Intersectional Fairness Definition
EMNLP 2023
Fair NLP Models with Differentially Private Text Encoders
EMNLP 2022
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling
NeurIPS 2012
Investigating Lexical Substitution Scoring for Subtitle Generation
CoNLL 2006