Detecting online contextual evolution of linguistic terms
AssigneeDiscord Inc.
InventorsMichele Banko, Taylor Rhyne
Life of this patent
Estimating the term…
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AssigneeDiscord Inc.
InventorsMichele Banko, Taylor Rhyne
Estimating the term…
The present invention extends to methods, systems, and computer program products for detecting online contextual evolution of linguistic terms. Within messaging sources, some users may actively attempt to (relatively quickly) shift the meaning of a word or term. Some users may attempt to perjorate a word or term to have a more toxic meaning. Other users may attempt to reappropriate a word or term to have a less toxic or even a positive meaning. Aspects of the invention identify shifts in implied meanings of words and/or phrases over time. As such, emerging forms of harassment can be identified more quickly. Aspects of the invention can utilize users' behavioral histories as well as messaging structures to improve confidence when identifying term evolution. Machine learning algorithms can be configured to identify term evolution reducing workload on human moderators.
A computer-implemented method comprising:
A system comprising:
A non-transitory computer-readable storage medium comprising instructions stored thereon, the instructions effective to cause a system to:
Dependencies are inferred from the claim text.