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公开(公告)号:US12039275B2
公开(公告)日:2024-07-16
申请号:US17683406
申请日:2022-03-01
申请人: FUJITSU LIMITED
发明人: Jun Liang , Hajime Morita
IPC分类号: G06F40/295 , G06N20/00
CPC分类号: G06F40/295 , G06N20/00
摘要: A non-transitory computer-readable recording medium stores a program for causing a computer to execute a process, the process includes identifying first named entities and first verbs in a dependent relationship respectively with the first named entities from each of a plurality of sentences, vectorizing each of the plurality of sentences based on the first named entities and the first verbs, identifying, out of the plurality of sentences, one or more sentences each having a similarity greater than or equal to a threshold with respect to a specific sentence based on a plurality of vectors generated by the vectorizing, the similarity between two sentences being defined as a similarity between vectors generated by vectorizing the two sentences, and executing training of a machine learning model based on the one or more sentences.
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公开(公告)号:US12039233B2
公开(公告)日:2024-07-16
申请号:US17183408
申请日:2021-02-24
申请人: FUJITSU LIMITED
发明人: Kouichi Kanda , Hirotaka Tamura
IPC分类号: G06F30/20 , G06F111/06 , G06N10/00
CPC分类号: G06F30/20 , G06N10/00 , G06F2111/06
摘要: A method includes: accessing first storage configured to store a first weight coefficient group which is at least some of a plurality of weight coefficients indicating a magnitude of interaction between a plurality of state variables in an evaluation function representing energy of an Ising model; accessing a plurality of second storages each of the plurality of second storage being configured to store a second weight coefficient group related to a state variable having a value of 1 in any of a plurality of state variable groups respectively including the plurality of state variables among the plurality of weight coefficients; outputting, for each of the plurality of state variable groups, a search result obtained by performing searching processing configured to perform processing of searching for an optimum solution by repeatedly performing a first update process with a first constraint or a second update process with a second constraint.
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公开(公告)号:US12032570B2
公开(公告)日:2024-07-09
申请号:US17722493
申请日:2022-04-18
申请人: FUJITSU LIMITED
IPC分类号: G06F16/2452
CPC分类号: G06F16/24522
摘要: A non-transitory computer-readable recording medium stores an information generating program causing a computer to execute processing of: in an information search using a trained machine learning model generated by machine learning using training data in a first language, converting a search condition in a second language different from the first language to the search condition in the first language; searching information in the first language by inputting the search condition converted to the first language to the machine learning model; and generating training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.
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公开(公告)号:US12019992B2
公开(公告)日:2024-06-25
申请号:US17657530
申请日:2022-03-31
申请人: FUJITSU LIMITED
发明人: Mehdi Bahrami , Wei-Peng Chen
IPC分类号: G06F8/60 , G06F8/30 , G06F8/36 , G06F8/41 , G06F8/65 , G06F8/73 , G06F11/36 , G06F16/951 , G06F18/20 , G06F18/22 , G06F18/23213 , G06F40/166 , G06F40/211 , G06F40/216 , G06F40/242 , G06F40/30 , G06F40/40 , G06F40/44 , G06N3/04 , G06N3/08
CPC分类号: G06F40/30 , G06F8/30 , G06F8/36 , G06F8/42 , G06F8/436 , G06F8/65 , G06F8/73 , G06F11/3624 , G06F16/951 , G06F18/22 , G06F18/23213 , G06F18/285 , G06F40/166 , G06F40/211 , G06F40/216 , G06F40/242 , G06F40/40 , G06F40/44 , G06N3/04 , G06N3/08
摘要: According to an aspect of an embodiment, operations for code enrichment for training language models on tasks related to computer programming are provided. The operations include receiving source code data including a computer-executable code and a natural language (NL) text. The operations further include determining blocks of code from the computer-executable code. The operations further include extracting a set of features related to components of the source code data from the blocks of code. The extraction is performed by parsing the blocks of code using Abstract Syntax Tree (AST) data of the blocks of code. The operations further include revising the AST data. The operations further include updating the source code data based on the revised AST data and generating a dataset of NL and abstracted code features as training data based on the updated source code data and further training a language model on a sequence-to-sequence generation task.
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公开(公告)号:US12008499B2
公开(公告)日:2024-06-11
申请号:US17691166
申请日:2022-03-10
申请人: FUJITSU LIMITED
IPC分类号: G06Q10/0631 , G06Q10/0633
CPC分类号: G06Q10/06316 , G06Q10/0633
摘要: A non-transitory computer-readable storage medium storing a work planning program that causes at least one computer to execute a process, the process includes dividing a plurality of objects into a plurality of groups according to a type of a constraint condition set to each of the plurality of objects, the constraint condition being related to an order in which the plurality of objects are worked in a work line; and acquiring an order of the plurality of objects in the work line so that the constraint condition is satisfied in each of the plurality of groups.
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公开(公告)号:US12001489B1
公开(公告)日:2024-06-04
申请号:US18159103
申请日:2023-01-25
申请人: Fujitsu Limited
IPC分类号: G06F16/906 , G06F16/583 , G06F16/783 , G06F16/9035
CPC分类号: G06F16/906 , G06F16/583 , G06F16/7834 , G06F16/9035
摘要: In an embodiment, a set of user posts and associated metadata are received. A parameterized logistic function is fit on the metadata. Each user post associated with the corresponding metadata is categorized, based on the fitted parameterized logistic function. A category-prior associated with each user post is determined, based on the clustered set of user posts. A set of multi-modal features associated with each user post is determined. Further, a feature likelihood for each user post is determined, based on the set of multi-modal features. A final category associated with each posts is determined, based on the category-prior and on the feature likelihood. Post categorization information is rendered based on the final category associated with each user post. The set of user posts is filtered based on the final category of each user post.
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公开(公告)号:US11967108B2
公开(公告)日:2024-04-23
申请号:US17475982
申请日:2021-09-15
申请人: FUJITSU LIMITED
发明人: Shun Kohata
CPC分类号: G06T7/74 , G06T7/50 , G06V20/00 , G06T2207/20081
摘要: A recording medium stores a program for causing a computer to execute processing including acquiring a captured image and a depth image that represents a distance from an imaging position, identifying a road region and another region in contact with the road region from the captured image, calculating a change in a depth of a first region that corresponds to the road region and a change in a depth of a second region that corresponds to the another region included in the depth image, determining whether or not the another region is a detection target based on the change in the depth of the first region and the change in the depth of the second region, and identifying a position of a subject included in the another region based on the depth of the second region and the imaging position when the another region is the detection target.
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公开(公告)号:US11960491B2
公开(公告)日:2024-04-16
申请号:US17676926
申请日:2022-02-22
申请人: FUJITSU LIMITED
发明人: Hiroaki Iwashita
IPC分类号: G06F16/2457 , G06F16/22 , G06F16/248 , G06F16/28 , G06N7/01
CPC分类号: G06F16/24578 , G06F16/2246 , G06F16/248 , G06F16/285 , G06N7/01
摘要: A non-transitory computer-readable storage medium storing a pattern search program that causes a computer to execute a process, the process includes designating priority ranks of each of attributes included in a plurality of attribute patterns that indicate one or more attributes, based on an inclusion relationship between occurrence sets of a plurality of samples with respect to each of the attributes included in the plurality of attribute patterns; and determining whether each of the plurality of attribute patterns is an emerging pattern according to a search order based on the priority ranks, when a frequency of occurrence of the plurality of samples in a first attribute pattern is less than the frequency of occurrence of the plurality of samples in a second attribute pattern that has all the attributes except one of the attributes with lowest one of the priority ranks among the attributes included in the first attribute pattern.
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公开(公告)号:US11956018B2
公开(公告)日:2024-04-09
申请号:US17899663
申请日:2022-08-31
申请人: FUJITSU LIMITED
发明人: Guoxiu Huang , Hisao Nakashima
摘要: A quantizer includes: a clipper configured to clip a portion exceeding a quantization range of a sample value sampled at a predetermined rate; and a noise shaper configured to determine a plurality of candidates for a quantization level based on the clipped sample value, and outputs, as a quantization value, a value obtained by adding a minimum noise in which a noise in a low-frequency region is minimum among noises generated in each candidate to the sample value before clipping.
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公开(公告)号:US11947464B2
公开(公告)日:2024-04-02
申请号:US17960196
申请日:2022-10-05
申请人: Fujitsu Limited
IPC分类号: G06F12/0891
CPC分类号: G06F12/0891 , G06F2212/603
摘要: A data management method causes a computer to execute processing including: creating, when a predetermined data processing program performs data processing, based on an access frequency to a data store, high-frequency state item list information obtained by listing high-frequency state items of which the access frequency is high; determining, when state information that includes a value of the high-frequency state item is written to the data store, whether or not the state information corresponds to the high-frequency state item with reference to the high-frequency state item list information; grouping and writing pieces of the state information of a plurality of the high-frequency state item.
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