DIALOG SYSTEM ANSWERING METHOD BASED ON SENTENCE PARAPHRASE RECOGNITION

    公开(公告)号:US20230069935A1

    公开(公告)日:2023-03-09

    申请号:US17777813

    申请日:2019-11-20

    Abstract: In a method of responding based on sentence paraphrase recognition for dialog system, main keywords of a domain and patterns thereof are recognized and extracted based on a morpheme analysis result in a pre-processing process. Question domains/sub-categories/dialogue-acts are classified using the morpheme analysis result and the extracted main keywords and patterns. Learning a model is performed using classification features of the classified question domains, sub-categories, and dialogue-acts as semantic features of query sentences, and sentence semantic vectors are extracted by measuring similarity between the vectors. A language model of letters is trained and similarity in expression and structure is analyzed by extracting a sentence expression vector based on the letter. An answer to a similar question is provided by generating a vector containing semantic and expressive information about an input query sentence based on analyzed semantic and expressive similarities, and finding a similar query sentence from FAQ knowledge using a paraphrase recognition technology. In a dialog system for automatic Q&A service such as a chatbot for customer consultation, it is possible to provide related answers by exploring question-and-answer knowledge (questions) that have similar meanings and intentions of input sentences (query) through paraphrase recognition technology.

    APPARATUS FOR HOMEOTHERMIC MANIPULATION OF LIVE ANIMAL FOR MICROSCOPIC IMAGING OF INTERNAL TISSUE

    公开(公告)号:US20230052607A1

    公开(公告)日:2023-02-16

    申请号:US17887336

    申请日:2022-08-12

    Abstract: The present invention relates to a fixation and body temperature maintaining apparatus for fixing a small animal in order to generate a high-resolution micro image of a predetermined tissue of the small animal within a biomicroscope with an object lens, which includes: a plate heater with a heat wire installed therein, on which the small animal is enabled to be directly placed; a glass heater holder fixed to a hole of the plate heater; and a glass heater fixed to the glass heater holder, and located above the tissue of the small animal and maintaining flatness of the tissue, and increasing a temperature of the tissue itself, in which a cover glass serving to adjust a refractive index of the object lens and a heat wire heater are integrally formed. In an embodiment of the present invention, a body temperature of a live small animal which is an object to be observed with a biomicroscope is maintained to be constant.

    TRIBOELECTRICITY-BASED ENERGY HARVESTING MATERIAL, SPRING INCLUDING SAME, AND METHOD OF MANUFACTURING SAME

    公开(公告)号:US20230029284A1

    公开(公告)日:2023-01-26

    申请号:US17580187

    申请日:2022-01-20

    Abstract: Provided is a triboelectricity-based energy harvesting material including a first carbon composite layer, a second carbon composite layer, a first charge layer and a second charge layer applied onto the first carbon composite layer and the second carbon composite layer, respectively, and a spacer that is provided between the first charge layer and the second charge layer and maintains a predetermined interval between the first charge layer and the second charge layer, wherein the spacer is provided only in a partial region of the first charge layer and the second charge layer, and accordingly, the first charge layer and the second charge layer come into contact with each other according to deformation of the material in a region in which the spacer is not provided so as to generate triboelectricity.

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