Invention Grant
- Patent Title: Facilitating automatic detection of relationships between sentences in conversations
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Application No.: US15793227Application Date: 2017-10-25
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Publication No.: US10902205B2Publication Date: 2021-01-26
- Inventor: Ke Ke Cai , Jing Ding , Zhong Su , Chang Hua Sun , Li Zhang , Shi Wan Zhao
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Amin, Turocy & Watson, LLP
- Main IPC: G06F40/30
- IPC: G06F40/30 ; G06N3/08 ; H04M3/51 ; G06N3/04 ; G06N3/00 ; G06F40/35

Abstract:
Techniques are provided for training, by a system operatively coupled to a processor, an attention weighted recurrent neural network encoder-decoder (AWRNNED) using an iterative process based on one or more paragraphs of agent sentences from respective transcripts of one or more conversations between one or more agents and one or more customers, and based on one or more customer response sentences from the respective transcripts, and generating, by the system, one or more groups respectively comprising one or more agent sentences and one or more customer response sentences selected based on attention weights of the AWRNNED.
Public/Granted literature
- US20190121853A1 FACILITATING AUTOMATIC DETECTION OF RELATIONSHIPS BETWEEN SENTENCES IN CONVERSATIONS Public/Granted day:2019-04-25
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