DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks - Info and Reading Options
By Defense Technical Information Center
"DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks" and the language of the book is English.
“DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks” Metadata:
- Title: ➤ DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks
- Author: ➤ Defense Technical Information Center
- Language: English
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- Internet Archive ID: DTIC_ADA460702
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"DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks" Description:
The Internet Archive:
Given a collection of discrete random variables representing outcomes of learned local predictors in natural language. e.g.. named entities and relations. we seek an optimal global assignment to the variables in the presence of general (non-sequential) constraints. Examples of these constraints include the type of arguments a relation can take, and the mutual activity of different relations. etc. We develop a linear programing formulation for this problem and evaluate it in the context of simultaneously learning named entities and relations. Our approach allows us to efficiently incorporate domain and task specific constraints at decision time, resulting in significant improvements in the accuracy and the human-like quality of the inferences.
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"DTIC ADA460702: A Linear Programming Formulation For Global Inference In Natural Language Tasks" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 9.54 Mbs, and the file-s went public at Fri Jun 08 2018.
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- Internet Archive Link: Archive.org page
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- Number of Files: 16
- Number of Available Files: 16
- Added Date: 2018-06-08 19:27:29
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