Phil Ostheimer

4 papers · 2023–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NAACL (2) ACL (1) COLING (1)

Top co-authors

Sophie Fellenz (4) Marius Kloft (3) Mayank Nagda (3)

Research topics

Natural Language Processing (4) Machine Learning (3) Resources & Methods (3) Core Methods (2) Generation (2) Artificial Intelligence (1) Deep Learning (1) Applications (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

text style transfer (2) contrastive learning (1) style transfer (1) evaluation methodology (1) semantic information (1) cross-entropy loss (1) text encoder (1) human evaluation (1) neural topic model (1) automated metric (1) prompt ensembling (1) text style embedding (1) large language model (1) document collection (1) topic alignment (1) author modeling (1) representation learning (1) sentence-level embedding (1)

Papers

Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors NAACL 2025 Text Style Transfer Evaluation Using Large Language Models COLING 2024 A Call for Standardization and Validation of Text Style Transfer Evaluation ACL 2023