Laura Dietz

5 papers · 2009–2021 · 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 · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 📈 Trend Setter

Venues

NAACL (2) ACL (1) NeurIPS (1) SemEval (1)

Top co-authors

Matthew Magnusson (2) Sumanta Kashyapi (1) Andreas Zeller (1) Vivi Nastase (1) Benjamin Roth (1) Tobias Scheffer (1) Andrew McCallum (1) Valentin Dallmeier (1)

Research topics

Machine Learning (4) Core Methods (4) Deep Learning (3) Architectures (3) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Applications (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Learning Types (1)

Keywords

named entity recognition (2) unsupervised learning (1) representation learning (1) metric learning (1) bayesian inference (1) sequence labeling (1) embedding learning (1) bert model (1) discrete optimization (1) bug localization (1) software debugging (1) closed-form solution (1) graphical model (1) convolutional neural network (1) execution trace (1) triplet loss (1) bert embedding (1) text clustering (1) clustering metric (1) contextual word embedding (1)

Papers

Learn The Big Picture: Representation Learning for Clustering ACL 2021 An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications NAACL 2019 Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications NAACL 2019 UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers SemEval 2019 Localizing Bugs in Program Executions with Graphical Models NeurIPS 2009