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This paper presents a named entity extraction system for detecting attributes in product titles of eCommerce retailers like Walmart.
A simple rule-based part of speech tagger
Eric Brill · 1992
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Building a large annotated corpus of english: The penn treebank
Mitchell P Marcus and Mary Ann Marcinkiewicz · 1993
Earlier work this paper cites.
Probabilistic part-of-speech tagging using decision trees
Helmut Schmid · 1994
Earlier work this paper cites.
An algorithm that learns what’s in a name
Daniel M. Bikel, Richard Schwartz, and Ralph M. Weischedel · 1999
Earlier work this paper cites.
Named entity recognition without gazetteers
Andrei Mikheev, Marc Moens, and Clair Grover · 1999
Earlier work this paper cites.
Rule-based named entity recognition for greek financial texts
Dimitra Farmakiotou, Vangelis Karkaletsis, John Koutsias, George Sigletos, Constantine D Spyropoulos, and Panagiotis Stamatopoulos · 2000
Earlier work this paper cites.
Conditional random fields: probabilistic models for segmenting and labeling sequence data
J. Lafferty, A. McCallum, and F. Pereira · 2001
Earlier work this paper cites.
Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
Michael Collins · 2002
Cited alongside, same era.
Automatic ontology-based knowledge extraction from web documents
Harith Alani, Sanghee Kim, David E. Millard, Mark J. Weal, Wendy Hall, Paul H. Lewis, and Nigel R. Shadbolt · 2003
Cited alongside, same era.
Unsupervised named-entity extraction from the web: An experimental study
Oren Etzioni, Michael Cafarella, Doug Downey, Ana-Maria Popescu, Tal Shaked, Stephen Soderland, Daniel S. Weld, and Alexander Yates · 2005
Cited alongside, same era.
Text mining for product attribute extraction
R. Ghani, K. Probst, Y. Liu, M. Krema, and A. Fano · 2006
Cited alongside, same era.
Exploiting wikipedia as external knowledge for named entity recognition
Jun’ichi Kazama and Kentaro Torisawa · 2007
Cited alongside, same era.
A survey of named entity recognition and classification
Domain adaptation of rule-based annotators for named-entity recognition tasks
Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, and Shivakumar Vaithyanathan · 2010
Later among the works it cites.
Learning sparser perceptron models
Yoav Goldberg and Michael Elhadad · 2011
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Improving product classification using images
Anitha Kannan, Patha Talukdar, Nikhil Rasiwasia, and Qifa Ke · 2011
Later among the works it cites.
Bootstrapped named entity recognition for product attribute extraction
Duangmanee Putthividhya and Junling Hu · 2011
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Named entity recognition in tweets: An experimental study
Alan Ritter, Sam Clark, Mausam, and Oren Etzioni · 2011
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Named entity recognition: Exploring features
Maksim Tkachenko and Andrey Simanovsky · 2012
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David Nadeau and Satoshi Sekine · 2007
Cited alongside, same era.
Extracting product features and opinions from reviews
Ana-Maria Popescu and Oren Etzioni · 2007
Cited alongside, same era.
Inferring causal impact using bayesian structural time-series models
Kay H Brodersen, Fabian Gallusser, Jim Koehler, Nicolas Remy, Steven L Scott, et al · 2015
Later among the works it cites.