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Filtering by: Creator Yang, Yiben Keyword language modeling Keyword statistical modeling in text data Subject Statistics

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1. Topics in Statistical Modeling for Unstructured Text Data with Application to Commonsense Inference

Description:: Commonsense inference is a critical capability of modern artificial intelligence (AI) systems. The machines need commonsense knowledge to perform tasks exactly like human being does. Learning commonsense inference from text has been a long standing challenge in the field of natural language processing due to reporting bias -- people do...
Keyword:: data augmentation, commonsense inference, statistical modeling in text data, NLP, deep learning, and language modeling
Subject:: Statistics and Computer science
Creator:: Yang, Yiben
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/01/2021
Date Created:: 2020-01-01
Resource Type:: Dissertation
Alternate Identifier:: http://dissertations.umi.com/northwestern:15163 and etdadmin_upload_750023