Einat Minkov - Papers

Entity similarity in Entity-Relation graphs using Graph Walks

Einat Minkov
Adaptive Graph Walk Based Similarity Measures in Entity-Relation Graphs
Ph.D Thesis, 2009

Einat Minkov, William W. Cohen
Learning Graph Walk Based Similarity Measures for Parsed Text
in EMNLP 2008

Einat Minkov, William W. Cohen
Learning to Walk Structured Text Networks
in CMU SCS Technical Report Series (CMU-LTI-08-02)

Einat Minkov, Ramnath Balasubramanyan, William W. Cohen
Activity-centric Search in Email
in CEAS 2008
also in Enhanced Messaging Workshop, AAAI 2008

Einat Minkov, William W. Cohen
Learning to Rank Typed Graph Walks: Local and Global Approaches
in WebKDD and SNA-KDD joint workshop 2007
(PDF) (slides) (datasets)

William W. Cohen, Einat Minkov
A Graph-Search Framework for Associating Gene Identifiers with Documents
BMC Bioinformatics 2006, 7:440

Einat Minkov, William W. Cohen
An Email and Meeting Assistant using Graph Walks
in CEAS 2006
(PDF) (slides)

Einat Minkov, William W. Cohen, Andrew Y. Ng
Contextual Search and Name Disambiguation in Email using Graphs
in SIGIR 2006 (IBM Student travel award)
An (earlier version) appeared in HLT/NAACL 2006, TextGraphs workshop
(PDF) (slides) (datasets)

Machine Translation and Morphology

Einat Minkov, Kristina Toutanova, Hisami Suzuki
Generating Complex Morphology for Machine Translation
in ACL 2007
(PDF) (slides)

Named Entity Recognition, Sequential Models

Einat Minkov, Richard C. Wang, Anthony Tomasic, William W. Cohen
NER Systems that Suit User's Preferences: Adjusting the Recall-Precision Trade-off for Entity
, in HLT/NAACL 2006

Einat Minkov, Richard C. Wang, William W. Cohen
Extracting Personal Names from Emails: Applying Named Entity Recognition to Informal Text
in HLT/EMNLP 2005
(PDF) (slides) (datasets)

William W. Cohen, Einat Minkov, Anthony Tomasic
Learning to Understand Web Site Update Requests
in IJCAI 2005
(PDF) (slides)

Anthony Tomasic, William W. Cohen, Susan Fussell, John Zimmerman, Marina Kobayashi, Einat Minkov
Nathan Halstead, Ravi Mosur, Jason Hum
Learning to Navigate Web Forms
in IIWEB 2004


Mark Last, Oded Maimon, Einat Minkov
Improving Stability of Decision Trees
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol.16, No.2, 2002