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公开(公告)号：US20190179748A1
公开(公告)日：2019-06-13
申请号：US16134423
申请日：2018-09-18
Inventor： Yang WANG , Xunchao SONG , Pengcheng YUAN , Xiaobo LIU , Xi CHEN
IPC: G06F12/06
Abstract: A method and an apparatus for storing data are provided. The method includes: acquiring target data, the target data including first key-value pair data, object data or array data, the key-value pair data including key data and value data, the object data including second key-value pair data, and the array data including object data; determining an object data number of the object data included in the target data, an array data number of the array data included in the target data, a first key-value pair data number of the first key-value pair data included in the target data, and a second key-value pair data number of the second key-value pair data included in the target data; determining a storage space based on the determined numbers; and storing the target data into the storage space.
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公开(公告)号：US20210216725A1
公开(公告)日：2021-07-15
申请号：US17147881
申请日：2021-01-13
Inventor： Shuangjie LI , Miao YU , Yabing SHI , Xuefeng HAO , Xunchao SONG , Ye JIANG , Yang ZHANG , Yong ZHU
IPC: G06F40/40 , G06F40/289 , G06N20/00
Abstract: A method and an apparatus for processing information are provided. The method can include: acquiring a word sequence obtained by performing word segmentation on two paragraphs in a text; inputting the word sequence into a to-be-trained natural language processing model to generate a word vector corresponding to a word in the word sequence; inputting the word vector into a preset processing layer of the to-be-trained natural language processing model; predicting whether the two paragraphs are adjacent, and a replaced word in the two paragraphs; and acquiring reference information of the two paragraphs, and training the to-be-trained natural language processing model to obtain a trained natural language processing model, based on the prediction result and the reference information.
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公开(公告)号：US20190205384A1
公开(公告)日：2019-07-04
申请号：US16157204
申请日：2018-10-11
Inventor： Yong ZHU , Xunchao SONG , Ying LI , Yilin ZHANG
CPC classification number: G06F17/2785 , G06F16/3344 , G06F16/35
Abstract: The present disclosure provides a search method and device based on artificial intelligence and an electronic device. The search method based on artificial intelligence includes: obtaining a query; performing a word segmentation on the query to obtain a term sequence containing a plurality of terms; performing a structured analysis on the term sequence to generate a semantic pattern; performing a knowledge-based analysis on the term sequence based on the semantic pattern to generate a semantic analysis result; determining an understanding result corresponding to the query based on the semantic pattern and the semantic analysis result; and performing a search based on the understanding result corresponding to the query.
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公开(公告)号：US20210224139A1
公开(公告)日：2021-07-22
申请号：US17076370
申请日：2020-10-21
Inventor： Yang WANG , Xunchao SONG , Pengcheng Yuan , Yifei Wang , Haiping Zhang
IPC: G06F9/52 , G06T1/20 , G06T1/60 , G06F9/50 , G06F16/901
Abstract: The present disclosure provides a method for graph computing, an electronic device and a non-transitory computer-readable storage medium. An execution engine for managing execution of the graph computing is configured in a CPU. One or more interface functions running in a GPU for processing parameters of the graph computing are configured. During the execution of the graph computing, the one or more interface functions are called by the execution engine through a graph computing interface. The interface functions are executed in the GPU in parallel through multiple parallel threads. The interface functions are configured to process a plurality of graph vertexes in parallel. The multiple parallel threads are configured to feedback respective execution results of the interface functions to the execution engine. The graph computing is completed by the execution engine according to the execution results.
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公开(公告)号：US20210216520A1
公开(公告)日：2021-07-15
申请号：US17038276
申请日：2020-09-30
Inventor： Yang WANG , Xunchao SONG , Pengcheng YUAN , Haiping ZHANG , Yifei WANG
IPC: G06F16/22 , G06F16/2455
Abstract: A method for storing a determinant text, an electronic device, and a computer-readable storage medium is disclosed. The method includes: obtaining a determinant text that is to be stored, the determinant text including a plurality of fields; obtaining valid fields from the plurality of fields; querying a field type table according to the valid fields to generate a data description field of the determinant text; determining a value storage field of the determinant text according to contents of the plurality of fields and the field type table; and storing the data description field and the value storage field to store the determinant text.
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Patent Agency Ranking
公开(公告)号：US20200050671A1
公开(公告)日：2020-02-13
申请号：US16538589
申请日：2019-08-12
Inventor： Xinwei FENG , Xunchao SONG , Miao YU , Huanyu ZHOU , Shaoshun KANG
Abstract: Embodiments of the present disclosure provide a query processing method and an apparatus, a server and a storage medium. The method includes: determining a word vector representation of a query sequence and an entity vector representation of the query sequence respectively based on respective words and respective entities included in the query sequence; determining a word vector representation of a paragraph and an entity vector representation of the paragraph respectively based on respective words and respective entities included in the paragraph; and determining a similarity between the query sequence and the paragraph according to the word vector representation of the query sequence, the entity vector representation of the query sequence, the word vector representation of the paragraph, and the entity vector representation of the paragraph.
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公开(公告)号：US20210390255A1
公开(公告)日：2021-12-16
申请号：US17458040
申请日：2021-08-26
Inventor： Chen YANG , Tianxing YANG , Bin PENG , Yilin ZHANG , Xunchao SONG
IPC: G06F40/205 , G06F9/48
Abstract: A text prediction method includes: obtaining at least two sentences by segmenting a text to be predicted; obtaining at least one sentence set by grouping the at least two sentences based on a number of Central Processing Unit (CPU) cores in a target device, in which the target device is a device configured to perform a prediction operation; assigning each sentence set to a corresponding CPU core of the target device, and predicting each sentence set sentence by sentence through the corresponding CPU core to obtain a prediction result of each sentence set; and determining a prediction result of the text to be predicted based on the prediction result of each sentence set.
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8.发明申请公开(公告)号：US20210319335A1
公开(公告)日：2021-10-14
申请号：US17037612
申请日：2020-09-29
Inventor： Wenbin JIANG , Huanyu ZHOU , Meng TIAN , Ying LI , Xinwei FENG , Xunchao SONG , Pengcheng YUAN , Yajuan LYU , Yong ZHU
Abstract: The present disclosure discloses a question analysis method, a device, a knowledge base question answering system and an electronic equipment. The method includes: analyzing a question to obtain N linearized sequences, N being an integer greater than 1; converting the N linearized sequences into N network topology maps; separately calculating a semantic matching degree of each of the N network topology maps to the question; and selecting a network topology map having a highest semantic matching degree to the question as a query graph of the question from the N network topology maps. According to the technology of the present disclosure, the query graph of the question can be obtained more accurately, and the accuracy of the question to the query graph is improved, thereby improving the accuracy of question analysis.
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9.发明申请公开(公告)号：US20210216722A1
公开(公告)日：2021-07-15
申请号：US17149226
申请日：2021-01-14
Inventor： Songtai DAI , Xinwei FENG , Miao YU , Huanyu ZHOU , Xunchao SONG , Pengcheng YUAN
IPC: G06F40/30 , G06F40/295 , G06F16/35
Abstract: A method for processing a sematic description of a text entity is proposed. The method includes: acquiring a plurality of target texts containing a main entity, and extracting related entities describing the main entity from each target text; acquiring a sub-relation vector of a pair of the main entity and each related entity in each target text; calculating a similarity distance of the main entity between different target texts based on the sub-relation vector; and determining a semantic similarity of the main entity descripted in different target texts based on the similarity distance.
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10.发明申请公开(公告)号：US20210011921A1
公开(公告)日：2021-01-14
申请号：US16812062
申请日：2020-03-06
Inventor： Songtai DAI , Xinwei FENG , Miao YU , Huanyu ZHOU , Xunchao SONG , Pengcheng YUAN
IPC: G06F16/2457 , G06N20/00 , G09B7/02
Abstract: A method for obtaining an answer to a question is provided. The method may include: acquiring a question; determining at least a part of articles in a preset article database as candidate articles, and determining first scores of the candidate articles respectively, the first score of any of the candidate articles representing a matching degree between the candidate article and the question; determining at least a part of texts in each of the candidate articles as candidate texts, and determining second scores of the candidate texts respectively, the second score of any of the candidate texts representing a matching degree between the candidate text and the question; and determining at least a part of the candidate texts as the answer based on a score set of each of the candidate texts, the score set of any of the candidate texts including the second score and the first score.
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