SG11202004401UA - Methods, Apparatuses, And Devices For Generating Word Vectors - Google Patents

Methods, Apparatuses, And Devices For Generating Word Vectors

Info

Publication number
SG11202004401UA
SG11202004401UA SG11202004401UA SG11202004401UA SG11202004401UA SG 11202004401U A SG11202004401U A SG 11202004401UA SG 11202004401U A SG11202004401U A SG 11202004401UA SG 11202004401U A SG11202004401U A SG 11202004401UA SG 11202004401U A SG11202004401U A SG 11202004401UA
Authority
SG
Singapore
Prior art keywords
apparatuses
methods
devices
word vectors
generating word
Prior art date
Application number
SG11202004401UA
Inventor
Shaosheng Cao
Jun Zhou
Original Assignee
Alibaba Group Holding Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11202004401UA publication Critical patent/SG11202004401UA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295—Named entity recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202004401UA 2018-02-05 2019-01-24 Methods, Apparatuses, And Devices For Generating Word Vectors SG11202004401UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810111369.8A CN110119505A (en) 2018-02-05 2018-02-05 Term vector generation method, device and equipment
PCT/CN2019/073005 WO2019149135A1 (en) 2018-02-05 2019-01-24 Word vector generation method, apparatus and device

Publications (1)

Publication Number Publication Date
SG11202004401UA true SG11202004401UA (en) 2020-06-29

Family

ID=67479089

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202004401UA SG11202004401UA (en) 2018-02-05 2019-01-24 Methods, Apparatuses, And Devices For Generating Word Vectors

Country Status (5)

Country Link
US (1) US11030411B2 (en)
CN (1) CN110119505A (en)
SG (1) SG11202004401UA (en)
TW (1) TWI689831B (en)
WO (1) WO2019149135A1 (en)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110705315B (en) * 2019-10-09 2022-12-30 宁波深擎信息科技有限公司 Word vector training method based on channel and space dimension
CN112686035B (en) * 2019-10-18 2024-07-16 北京沃东天骏信息技术有限公司 Method and device for vectorizing unregistered words
CN110879934B (en) * 2019-10-31 2023-05-23 杭州电子科技大学 Text prediction method based on Wide & Deep learning model
CN111079442B (en) * 2019-12-20 2021-05-18 北京百度网讯科技有限公司 Vectorization representation method and device of document and computer equipment
CN114077833A (en) * 2020-08-12 2022-02-22 阿里巴巴集团控股有限公司 Word vector generation model training method and device and word vector generation method and device
CN112069822B (en) * 2020-09-14 2024-09-06 上海秒针网络科技有限公司 Word vector representation acquisition method, device, equipment and readable medium
CN112989790B (en) * 2021-03-17 2023-02-28 中国科学院深圳先进技术研究院 Document characterization method and device based on deep learning, equipment and storage medium
CN113343676B (en) * 2021-04-13 2022-12-06 山东师范大学 Sentence classification method and system based on convolutional neural network
CN113297410A (en) * 2021-07-26 2021-08-24 广东众聚人工智能科技有限公司 Image retrieval method and device, computer equipment and storage medium
CN113657109A (en) * 2021-08-31 2021-11-16 平安医疗健康管理股份有限公司 Method, apparatus and computer device for standardization of model-based clinical terminology

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6622134B1 (en) * 1999-01-05 2003-09-16 International Business Machines Corporation Method of constructing data classifiers and classifiers constructed according to the method
CN102411687B (en) * 2011-11-22 2014-04-23 华北电力大学 Deep learning detection method of unknown malicious codes
CN106156807B (en) * 2015-04-02 2020-06-02 华中科技大学 Training method and device of convolutional neural network model
CN104834747B (en) * 2015-05-25 2018-04-27 中国科学院自动化研究所 Short text classification method based on convolutional neural networks
CN105760507B (en) * 2016-02-23 2019-05-03 复旦大学 Cross-module state topic relativity modeling method based on deep learning
CN107133622B (en) * 2016-02-29 2022-08-26 阿里巴巴集团控股有限公司 Word segmentation method and device
CN107220231A (en) * 2016-03-22 2017-09-29 索尼公司 Electronic equipment and method and training method for natural language processing
CN106569998A (en) * 2016-10-27 2017-04-19 浙江大学 Text named entity recognition method based on Bi-LSTM, CNN and CRF
CN107168952B (en) * 2017-05-15 2021-06-04 北京百度网讯科技有限公司 Information generation method and device based on artificial intelligence
CN107180247A (en) * 2017-05-19 2017-09-19 中国人民解放军国防科学技术大学 Relation grader and its method based on selective attention convolutional neural networks
CN107656990A (en) * 2017-09-14 2018-02-02 中山大学 A kind of file classification method based on two aspect characteristic informations of word and word

Also Published As

Publication number Publication date
US11030411B2 (en) 2021-06-08
US20200285811A1 (en) 2020-09-10
TW201935275A (en) 2019-09-01
CN110119505A (en) 2019-08-13
WO2019149135A1 (en) 2019-08-08
TWI689831B (en) 2020-04-01

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