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1. WO2020091890 - TASK DETECTION IN COMMUNICATIONS USING DOMAIN ADAPTATION

Publication Number WO/2020/091890
Publication Date 07.05.2020
International Application No. PCT/US2019/049617
International Filing Date 05.09.2019
IPC
G06Q 10/06 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
CPC
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06Q 10/06311
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
063Operations research or analysis
0631Resource planning, allocation or scheduling for a business operation
06311Scheduling, planning or task assignment for a person or group
H04L 51/24
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
51Arrangements for user-to-user messaging in packet-switching networks, e.g. e-mail or instant messages
24with notification on incoming messages
Applicants
  • MICROSOFT TECHNOLOGY LICENSING, LLC [US]/[US]
Inventors
  • SIM, Robert A.
  • WHITE, Ryen W.
  • AZARBONYAD, Hosein
Agents
  • MINHAS, Sandip S.
  • CHEN, Wei-Chen Nicholas
  • HINOJOSA, Brianna L.
  • HOLMES, Danielle J.
  • SWAIN, Cassandra T.
  • WONG, Thomas S.
  • CHOI, Daniel
  • HWANG, William C.
  • WIGHT, Stephen A.
  • CHATTERJEE, Aaron C.
  • JARDINE, John S.
  • GOLDSMITH, Micah P.
  • TRAN, Kimberly
Priority Data
16/173,98729.10.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) TASK DETECTION IN COMMUNICATIONS USING DOMAIN ADAPTATION
(FR) DÉTECTION DE TÂCHES DANS DES COMMUNICATIONS À L'AIDE D'UNE ADAPTATION DE DOMAINE
Abstract
(EN)
Generally discussed herein are devices, systems, and methods for task classification. A method can include modifying a representation of a source sentence of a source sample from a source corpus to more closely resemble a representation of target sentences of target samples from a target corpus, operating, using a machine learning model trained using the modified representation of the source sentence, with the target sample to generate a task label, the task label indicating whether the target sample includes a task, and causing a personal information manager (PIM) to generate a reminder, based on whether the target sample includes the task.
(FR)
De manière générale, l'invention concerne des dispositifs, des systèmes et des procédés de classification de tâches. Un procédé peut consister à : modifier une représentation d'une phrase source d'un échantillon source provenant d'un corpus source afin qu’il ressemble plus étroitement à une représentation de phrases cibles d'échantillons cibles provenant d'un corpus cible ; faire fonctionner, à l'aide d'un modèle d'apprentissage automatique appris à l'aide de la représentation modifiée de la phrase source, avec l'échantillon cible afin de générer une étiquette de tâche, l'étiquette de tâche indiquant si l'échantillon cible comprend une tâche ; et amener un gestionnaire d'informations personnelles (PIM) à générer un rappel selon que l'échantillon cible comprend ou non la tâche.
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