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Semisupervised autoencoder for sentiment analysis
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
System and method for identification of intent segment (s) in caller-agent conversations
Identification of an intent of a conversation can be useful for real-time or post-processing
purposes. According to example embodiments, a method, and corresponding appa ratus of …
purposes. According to example embodiments, a method, and corresponding appa ratus of …
Mining transliterations for out-of-vocabulary query terms
S Krishnan, UR Udupa - US Patent 8,332,205, 2012 - Google Patents
6,081.774 A* 6/2000 de Hitaet al... TO4/9 terms by retrieving a body of information based on
an in 6,104,989 A 8/2000 Kanevsky et al. Vocabulary component of the query, and then …
an in 6,104,989 A 8/2000 Kanevsky et al. Vocabulary component of the query, and then …
System and method for interactive automatic translation
JA Hodson - US Patent 9,613,026, 2017 - Google Patents
Embodiments of the invention relate to computerized sys tems and methods for
automatically translating text between natural languages. Text for translation may be broken …
automatically translating text between natural languages. Text for translation may be broken …
System and method for entity extraction from semi-structured text documents
resume While a resume is a well-defined document, with fairly standard sections (personal
information, education, experience, etc.), the format and presentation may vary widely. Also …
information, education, experience, etc.), the format and presentation may vary widely. Also …
System and method for guiding entity-based searching
F Roulland, S Castellani, A Grasso, C Brun - US Patent 8,346,795, 2013 - Google Patents
(57) ABSTRACT A system and method are provided for refining a user's query. An entity
index, generated from a corpus of text documents, is provided. The entity index includes a …
index, generated from a corpus of text documents, is provided. The entity index includes a …
Customer review authoring assistant
C Brun - US Patent 8,650,023, 2014 - Google Patents
2008.007 1519 A1 3/2008 Brun expressions. A representation generator generates a
represen 2008/0215571 A1* 9/2008 Huang et al....................... 707/5 tation of the analysis for …
represen 2008/0215571 A1* 9/2008 Huang et al....................... 707/5 tation of the analysis for …
Generating synonyms based on query log data
OUTPUTDATA (EG, SEE FIG. 3) 302 duTPUT: MODULE 122 didates (if such noise exists), to
provide a set of filtered synonym candidate items. In the reduction phase, the approach …
provide a set of filtered synonym candidate items. In the reduction phase, the approach …
Identifying entity synonyms
V Ganti, D **n - US Patent 9,600,566, 2017 - Google Patents
Embodiments for identifying an entity synonym of an entity are described. A query log is
stored in a database located on at least one computing device. A candidate generation mod …
stored in a database located on at least one computing device. A candidate generation mod …
Refining inference rules with temporal event clustering
BACKGROUND 0001. The exemplary embodiment relates to semantic inference and finds
particular application in connection with an automated System and method for inferring …
particular application in connection with an automated System and method for inferring …