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AssigneeYahoo Assets LLC
InventorsAasish Pappu, Kapil Thadani, Nasser Zalmout
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Systems and methods are disclosed for utilizing a comment moderation bot for detecting and normalizing neologisms in social media. One method comprises transmitting, by a neologism normalization system, a comment moderation bot for detecting neologisms on an online platform maintained by one or more publisher systems. The comment moderation bot may aggregate data related to user comments and transmit the aggregated data to the neologism normalization system for further processing. The neologism normalization system implements unsupervised machine learning models for detecting neologisms in the aggregated data through tokenization and filtering; and normalizing the neologisms through similarity analysis and lattice decoding.
A system for neologism normalization, the system comprising:
A computer-implemented method for neologism normalization, the computer-implemented method comprising:
A non-transitory computer readable medium storing instructions that, when executed by a processor, cause the processor to perform a method for neologism normalization, comprising:
Dependencies are inferred from the claim text.