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公开(公告)号:US12086555B2
公开(公告)日:2024-09-10
申请号:US17643053
申请日:2021-12-07
Inventor: Jianglu Hu , Hehan Li , Huifeng Sun , Shuqi Sun , Yue Chang , Tingting Li , Hua Wu , Haifeng Wang
IPC: G06F40/35 , G06F16/332
CPC classification number: G06F40/35 , G06F16/3329
Abstract: The disclosure provides a method for generating a dialogue. The method includes: obtaining an input sentence; determining a type of a task-based response sentence that is to be generated, by updating a current dialogue state based on the input sentence; generating the task-based response sentence by inputting the input sentence into a task-based dialogue response generator; and determining the task-based response sentence as a target response sentence in response to the type of the task-based response sentence being a designated type.
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公开(公告)号:US20230089268A1
公开(公告)日:2023-03-23
申请号:US18060692
申请日:2022-12-01
Inventor: Hao Li , Zhenyu Jiao , Shuqi Sun , Yue Chang , Tingting Li
IPC: G06F40/56 , G06F40/35 , G06F16/332
Abstract: A semantic understanding method, includes: acquiring a query statement and a preceding dialogue; rewriting the query statement based on a preset rule to generate a target query statement if it is recognized that the query statement meets a rule rewriting condition according to the query statement and the preceding dialogue; rewriting the query statement based on a rewriting model to generate the target query statement if it is recognized that the query statement does not meet the rule rewriting condition according to the query statement and the preceding dialogue; and performing intention recognition according to the target query statement to generate an intention recognition result.
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公开(公告)号:US20220300717A1
公开(公告)日:2022-09-22
申请号:US17806086
申请日:2022-06-09
Inventor: Xin Tian , Liankai Huang , Yingzhan Lin , Siqi Bao , Huang He , Fan Wang , Shuqi Sun , Shiwei Huang
IPC: G06F40/35
Abstract: A method for generating a dialogue state includes: acquiring a target dialogue state of a previous round of dialogue and dialogue information of a current round of dialogue; generating an initial dialogue state of the current round of dialogue according to the target dialogue state of the previous round of dialogue and the dialogue information of the current round of dialogue; and generating a target dialogue state of the current round of dialogue according to the initial dialogue state of the current round of dialogue and the dialogue information of the current round of dialogue.
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公开(公告)号:US12229519B2
公开(公告)日:2025-02-18
申请号:US17806086
申请日:2022-06-09
Inventor: Xin Tian , Liankai Huang , Yingzhan Lin , Siqi Bao , Huang He , Fan Wang , Shuqi Sun , Shiwei Huang
IPC: G06F40/35
Abstract: A method for generating a dialogue state includes: acquiring a target dialogue state of a previous round of dialogue and dialogue information of a current round of dialogue; generating an initial dialogue state of the current round of dialogue according to the target dialogue state of the previous round of dialogue and the dialogue information of the current round of dialogue; and generating a target dialogue state of the current round of dialogue according to the initial dialogue state of the current round of dialogue and the dialogue information of the current round of dialogue.
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公开(公告)号:US20230094730A1
公开(公告)日:2023-03-30
申请号:US18061029
申请日:2022-12-02
Inventor: Hongyang Zhang , Zhenyu Jiao , Shuqi Sun , Yue Chang , Tingting Li
IPC: G06F40/35 , G06F40/186 , G06F40/279
Abstract: A model training method, a method and an apparatus for human-machine interaction. The method includes: acquiring a sample set corresponding to a template; constructing positive example pairs and negative example pairs for a contrastive learning task based on the sample set; performing contrastive learning training on a pre-training model based on the positive example pairs and the negative example pairs for the contrastive learning task.
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