Gideon Mann

8 papers · 2003–2014 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NAACL (3) ACL (2) AISTATS (1) CONLL (1) IJCNLP (1)

Top co-authors

Andrew McCallum (3) Gregory Druck (2) David Yarowsky (2) Ryan Mcdonald (1) Dani Yogatama (1) Keith Hall (1)

Keywords

transfer learning (1) logistic regression (1) hyperparameter tuning (1) sequential model-based optimization (1) response surface (1)

Papers

Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014

Distributed Training Strategies for the Structured Perceptron NAACL 2010

Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria IJCNLP 2009

Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria ACL 2009

Multi-Document Relationship Fusion via Constraints on Probabilistic Databases NAACL 2007

Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields NAACL 2007

Multi-Field Information Extraction and Cross-Document Fusion ACL 2005

Unsupervised Personal Name Disambiguation CONLL 2003