John Blitzer
15 papers · 2003–2016 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(6)
π
Keyword Champion
(3)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(5)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Core Methods
(2)
Optimization & Theory Β· Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
domain adaptation
(4)
target domain
(3)
transfer learning
(3)
source domain
(3)
feature learning
(2)
feature representation
(1)
empirical risk minimization
(1)
regularized learning
(1)
uniform convergence
(1)
feature space
(1)
margin maximization
(1)
co-training
(1)
discriminative classification
(1)
feature graphs
(1)
distribution shift
(1)
graph regularization
(1)
label shift
(1)
generalization bound
(1)
target distribution
(1)
source distribution
(1)
Papers
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
EMNLP 2016
Co-Training for Domain Adaptation
NeurIPS 2011
Domain Adaptation with Coupled Subspaces
AISTATS 2011
Joint Parsing and Alignment with Weakly Synchronized Grammars
NAACL 2010
Learning Better Monolingual Models with Unannotated Bilingual Text
CoNLL 2010
Better Word Alignments with Supervised ITG Models
ACL 2009
Exploiting Bilingual Information to Improve Web Search
ACL 2009
Regularized Learning with Networks of Features
NeurIPS 2008
Semi-Supervised Learning for Natural Language Processing
ACL 2008
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
ACL 2007
Frustratingly Hard Domain Adaptation for Dependency Parsing
EMNLP 2007
Learning Bounds for Domain Adaptation
NeurIPS 2007
Analysis of Representations for Domain Adaptation
NeurIPS 2006
Domain Adaptation with Structural Correspondence Learning
EMNLP 2006
Evaluation Challenges in Large-Scale Document Summarization
ACL 2003