Wilson Fearn

4 papers · 2018–2021 · 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 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NAACL (2) ACL (1) EMNLP (1)

Top co-authors

Kevin Seppi (4) Stephen Cowley (3) Jeffrey Lund (3) Emily Hales (2) Piper Armstrong (2) Courtni Byun (1) Jordan Boyd-Graber (1) Orion Weller (1)

Research topics

Natural Language Processing (4) Machine Learning (3) Applications (3) Core Methods (3) Understanding (2) Application Areas (1) Learning Types (1)

Keywords

text classification (2) topic modeling (1) supervised learning (1) document classification (1) topic coherence (1) topic model (1) human evaluation (1) anchor word (1) preprocessing technique (1) topic model evaluation (1) local topic assignment (1) topic switch (1) token-level prediction (1) text comprehension (1) supervised topic model (1) topic inference (1) corpus analysis (1) vocabulary size (1) interactive classification (1) runtime efficiency (1)

Papers

Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification NAACL 2021 Automatic Evaluation of Local Topic Quality ACL 2019 Cross-referencing Using Fine-grained Topic Modeling NAACL 2019 Labeled Anchors and a Scalable, Transparent, and Interactive Classifier EMNLP 2018