公开(公告)号：US11245646B1

公开(公告)日：2022-02-08

申请号：US16192538

申请日：2018-11-15

Applicant: Facebook, Inc.

Inventor： Emmanouil Koukoumidis ,  Michael Robert Hanson ,  Mohsen M Agsen

IPC: H04L12/58 ,  G06F40/295 ,  G10L15/22 ,  G06N20/00

Abstract: In one embodiment, a method includes, by one or more computing systems, receiving, from a client system associated with a first user, a first user input from the first user, identifying one or more entities referenced by the first user input, determining a classification of the first user input based on a machine-learning classifier model, generating several candidate conversational fillers based on the classification of the first user input and the one or more identified entities, wherein each candidate conversational filler references at least one of the one or more identified entities, ranking the candidate conversational fillers based on a relevancy of the candidate conversational filler to the first user input and a decay model hysteresis, and sending instructions for presenting a top-ranked candidate conversational filler as an initial response to the first user.

公开(公告)号：US11310315B1

公开(公告)日：2022-04-19

申请号：US17226227

申请日：2021-04-09

Applicant: Facebook, Inc.

Inventor： Jason Curtis Jenks ,  Joshua Scott Evenson ,  Mohsen M Agsen ,  Jeremy David Fein ,  Philippe Vincent Ajoux

IPC: G06F9/455 ,  H04L12/58 ,  H04L29/08 ,  H04L67/1095 ,  H04L51/04 ,  H04L51/00 ,  G06F16/23 ,  G06F16/27 ,  H04L67/01

Abstract: Techniques for directive-based messaging synchronization are described. In one embodiment, an apparatus may comprise a local network component operative to receive a directive package at a messaging client on a client device; and a local database synchronization component operative to execute the directive package with a messaging-sync virtual machine to modify a local messaging database of the messaging client; and refresh a user interface component of the messaging client in response to modifying the local messaging database of the messaging client. Other embodiments are described and claimed.