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"Context-Driven Satire Detection with Deep Learning" by Md Saifullah Razali, Alfian Abdul Halin et al.

This work discuss the task of automatically detecting satire instances in short articles. It is the study of extracting the most optimal features by using a deep learning architecture combined with carefully handcrafted contextual features. It is found that a few sets can perform well when they are used independently, but the others not so much. However, even the latter sets become very useful after the combination process with the former sets. This shows that each of the feature sets are significant. Finally, the combined feature sets undergoes the classification using well-known machine learning classification algorithms. The best algorithm for this task is found to be Logistic Regression. The outcome of all the experiments are good in all the metrics used. The result comparison to existing works in the same domain shows that the proposed method is slightly better with 0.94 in terms of F1-measure, while existing works managed to obtain 0.91 [1], 0.90 [2] and 0.88 [3]. The performance ....

Convolutional Neural Networks , Deep Learning , Feature Extraction , Machine Learning Algorithms , Natural Language Processing , Atire Detection , Support Vector Machines , Task Analysis ,

Hopular: Modern Hopfield Networks for Tabular Data

🏆 SOTA for General Classification on Shrutime (Accuracy metric) ....

While Deep Learning , Support Vector Machines , Random Forests , Gradient Boosting , Deep Learning ,

ENT-Data Scientist-Cons I at Allstate / Insurance Journal Jobs

ENT-Data Scientist-Cons I at Allstate / Insurance Journal Jobs
insurancejournal.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from insurancejournal.com Daily Mail and Mail on Sunday newspapers.

United States , State Of Indiana , Los Angeles , San Francisco , Indiana National Guard , Office Of Federal Contract Compliance Programs , Neural Networks , Linear Models , Gradient Boosted Classifiers , Decision Trees , Support Vector Machines , Bayesian Methods , Machine Learning , Computer Science , Good Hands , Total Rewards , Indiana House Enrolled Act , San Francisco Fair Chance , Los Angeles Fair Chance Initiative , Federal Contract Compliance , Medical Leave Act ,

A Matter of Time: Evolving Clock Sync for Distributed Databases

In this post, we analyze the challenges and the different approaches to synchronizing time across nodes in a distributed database. ....

Leslie Lamport , Network Time Protocol , A Natural Network Effect For Scalable , Amazon Time Sync Service , Timestamp Oracle , Management In Datastores , Google Percolator , Apache Omid , Naval Observatory , Master Clock , Hybrid Logical , Logical Clocks , Google Spanner , Natural Network Effect , Fine Grained Clock Synchronization , Support Vector Machines , Fault Tolerant Clock Synchronization , Time Sync ,

Health Discovery Corporation (via Public) / IN THE UNITED STATES DISTRICT COURT FOR THE WESTERN DISTRICT OF TEXAS WACO DIVISION

Health Discovery Corporation (via Public) / IN THE UNITED STATES DISTRICT COURT FOR THE WESTERN DISTRICT OF TEXAS WACO DIVISION
publicnow.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from publicnow.com Daily Mail and Mail on Sunday newspapers.

United States , United Kingdom , Isabelle Guyon , Jason Weston , Le Roy , Aland Albright , Vanda Pharms , Hikma Pharms , Natera Inc , Netscout Sys Inc , Intel Corporation , Aatrix Software Inc , Wells Fargo Bank , Us District Court , Power Group , Stanford Ii Court , Mymail Ltd , Bank Intl , Mad Dogg Ath Inc , Us Unwired Inc , National Association , Health Discovery Corporation Plaintiff , True Health Diagnostics , Digitech Image Techs , Adobe Inc , Green Shades Software Inc ,