Mayank Nagda
5 papers · 2023–2025 · 4 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 ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(16)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Core Methods
(3)
Generation
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Linguistics
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
text style transfer
(2)
neural topic model
(2)
topic modeling
(2)
evaluation methodology
(1)
semantic representation
(1)
human judgment
(1)
semantic information
(1)
topic model
(1)
variational autoencoder
(1)
temporal consistency
(1)
human evaluation
(1)
syntax analysis
(1)
dynamic topic model
(1)
evaluation measure
(1)
topic quality
(1)
automated metric
(1)
prompt ensembling
(1)
document collection
(1)
topic alignment
(1)
Papers
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
NAACL 2025
Evaluating Dynamic Topic Models
ACL 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models
IJCAI 2024
Text Style Transfer Evaluation Using Large Language Models
COLING 2024
A Call for Standardization and Validation of Text Style Transfer Evaluation
ACL 2023