Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(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 …

Natural language and user interface controls

GD Wilensky, WW Chang, LA Dontcheva… - US Patent …, 2020 - Google Patents
Natural language and user interface control techniques are described. In one or more
implementations, a natural lan guage input is received that is indicative of an operation to be …

Content-aware domain adaptation for cross-domain classification

HS Bhatt, D Semwal, S Roy - US Patent App. 14/633,550, 2016 - Google Patents
BACKGROUND 0001. The exemplary embodiment relates to classification and finds
particular application in connection with domain adaptation for cross-domain classification …

Natural language vocabulary generation and usage

WW Chang, GD Wilensky, LA Dontcheva - US Patent 9,588,964, 2017 - Google Patents
Natural language Vocabulary generation and usage tech niques are described. In one or
more implementations, one or more search results are mined for a domain to determine a …

Method for deducing entity relationships across corpora using cluster based dictionary vocabulary lexicon

DK Byron, S Chandrasekaran… - US Patent …, 2017 - Google Patents
2015-03-04 Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION
reassignment INTERNATIONAL BUSINESS MACHINES CORPORATION ASSIGNMENT OF …

Method for deducing entity relationships across corpora using cluster based dictionary vocabulary lexicon

DK Byron, S Chandrasekaran… - US Patent …, 2020 - Google Patents
An approach is provided for identifying entity relationships based on word classifications
extracted from business docu ments stored in a plurality of corpora. In the approach …

Information handling system and computer program product for deducing entity relationships across corpora using cluster based dictionary vocabulary lexicon

DK Byron, S Chandrasekaran… - US Patent …, 2017 - Google Patents
An approach is provided for identifying entity relationships based on word classifications
extracted from business docu ments stored in a plurality of corpora. In the approach …

Cross-domain clusterability evaluation for cross-guided data clustering based on alignment between data domains

JM Achtermann, I Bhattacharya, KW English Jr… - US Patent …, 2014 - Google Patents
(57) ABSTRACT A computer system for evaluating cross-domain clusterabil ity upon a target
domain and a source domain. The cross domain clusterability is calculated as a linear …

Method, program and system for finding correspondence between terms

T Nasukawa, RH Rudy, Y Tsuboi, YZ Zhang - US Patent 8,682,641, 2014 - Google Patents
(57) ABSTRACT A computer implemented method, system, and product for finding
correspondence between terms in two different lan guages. The method includes the steps …

Cross-domain clusterability evaluation for cross-guided data clustering based on alignment between data domains

JM Achtermann, I Bhattacharya, KW English Jr… - US Patent …, 2014 - Google Patents
(57) ABSTRACT A process for evaluating cross-domain clusterability upon a target domain
and a source domain. The cross-domain clus terability is calculated as a linear combination …