Sophie Fellenz
13 papers · 2023–2026 · 8 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (71)
π
Renaissance Researcher
(6)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(8)
Core Methods
(6)
Resources & Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Learning Types
(4)
Deep Learning
(3)
Understanding
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Keywords
neural topic model
(3)
large language model
(2)
text style transfer
(2)
topic modeling
(2)
topic model
(2)
model selection
(1)
offline reinforcement learning
(1)
contrastive learning
(1)
temporal dynamics
(1)
text classification
(1)
style transfer
(1)
self-supervised learning
(1)
continual learning
(1)
semantic analysis
(1)
syntactic analysis
(1)
variational inference
(1)
policy learning
(1)
evaluation methodology
(1)
semantic representation
(1)
text representation
(1)
Papers
Continual Neural Topic Model
EACL 2026
Reimagining Anomalies: What If Anomalies Were Normal?
AAAI 2026
Semantic Echo Pathways (SEP): Tracing How Medical Language Propagates and Transforms
EACL 2026
TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning
AAAI 2026
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek
COLING 2025
Challenging Assumptions in Learning Generic Text Style Embeddings
NAACL 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
NAACL 2025
Characterizing Text Datasets with Psycholinguistic Features
EMNLP 2024
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games
AISTATS 2024
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