KR101683324B1 - 구조화되지 않은 자원으로부터의 문구 쌍의 마이닝 - Google Patents

구조화되지 않은 자원으로부터의 문구 쌍의 마이닝 Download PDF

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KR101683324B1
KR101683324B1 KR1020117027693A KR20117027693A KR101683324B1 KR 101683324 B1 KR101683324 B1 KR 101683324B1 KR 1020117027693 A KR1020117027693 A KR 1020117027693A KR 20117027693 A KR20117027693 A KR 20117027693A KR 101683324 B1 KR101683324 B1 KR 101683324B1
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KR20120026063A (ko
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윌리엄 비 돌란
크리스토퍼 제이 브록켓
줄리오 제이 캐스틸로
루크레티아 에이치 반더벤드
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마이크로소프트 테크놀로지 라이센싱, 엘엘씨
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/3331—Query processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G06F40/42—Data-driven translation
    • G06F40/44—Statistical methods, e.g. probability models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G06F40/211—Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G06F40/42—Data-driven translation
    • G06F40/49—Data-driven translation using very large corpora, e.g. the web

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  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • General Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020117027693A 2009-05-22 2010-05-14 구조화되지 않은 자원으로부터의 문구 쌍의 마이닝 Expired - Fee Related KR101683324B1 (ko)

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US12/470,492 2009-05-22
US12/470,492 US20100299132A1 (en) 2009-05-22 2009-05-22 Mining phrase pairs from an unstructured resource
PCT/US2010/035033 WO2010135204A2 (en) 2009-05-22 2010-05-14 Mining phrase pairs from an unstructured resource

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KR20120026063A KR20120026063A (ko) 2012-03-16
KR101683324B1 true KR101683324B1 (ko) 2016-12-06

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US (1) US20100299132A1 (enExample)
EP (1) EP2433230A4 (enExample)
JP (1) JP5479581B2 (enExample)
KR (1) KR101683324B1 (enExample)
CN (1) CN102439596B (enExample)
BR (1) BRPI1011214A2 (enExample)
CA (1) CA2758632C (enExample)
WO (1) WO2010135204A2 (enExample)

Families Citing this family (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110015921A1 (en) * 2009-07-17 2011-01-20 Minerva Advisory Services, Llc System and method for using lingual hierarchy, connotation and weight of authority
US9792638B2 (en) 2010-03-29 2017-10-17 Ebay Inc. Using silhouette images to reduce product selection error in an e-commerce environment
US8861844B2 (en) 2010-03-29 2014-10-14 Ebay Inc. Pre-computing digests for image similarity searching of image-based listings in a network-based publication system
US8412594B2 (en) 2010-08-28 2013-04-02 Ebay Inc. Multilevel silhouettes in an online shopping environment
US9064004B2 (en) * 2011-03-04 2015-06-23 Microsoft Technology Licensing, Llc Extensible surface for consuming information extraction services
CN102789461A (zh) * 2011-05-19 2012-11-21 富士通株式会社 多语词典构建装置和多语词典构建方法
US8909516B2 (en) * 2011-10-27 2014-12-09 Microsoft Corporation Functionality for normalizing linguistic items
US8914371B2 (en) 2011-12-13 2014-12-16 International Business Machines Corporation Event mining in social networks
KR101359718B1 (ko) * 2012-05-17 2014-02-13 포항공과대학교 산학협력단 대화 관리 시스템 및 방법
CN102779186B (zh) * 2012-06-29 2014-12-24 浙江大学 一种非结构化数据管理的全过程建模方法
US9183197B2 (en) 2012-12-14 2015-11-10 Microsoft Technology Licensing, Llc Language processing resources for automated mobile language translation
WO2014176580A2 (en) * 2013-04-27 2014-10-30 Datafission Corporaion Content based search engine for processing unstructurd digital
US20140350931A1 (en) * 2013-05-24 2014-11-27 Microsoft Corporation Language model trained using predicted queries from statistical machine translation
EP3084618B1 (en) * 2013-12-19 2021-07-28 Intel Corporation Method and apparatus for communicating between companion devices
US9881006B2 (en) * 2014-02-28 2018-01-30 Paypal, Inc. Methods for automatic generation of parallel corpora
US9740687B2 (en) 2014-06-11 2017-08-22 Facebook, Inc. Classifying languages for objects and entities
US20160012124A1 (en) * 2014-07-10 2016-01-14 Jean-David Ruvini Methods for automatic query translation
CN104462229A (zh) * 2014-11-13 2015-03-25 苏州大学 一种事件分类方法及装置
US9864744B2 (en) * 2014-12-03 2018-01-09 Facebook, Inc. Mining multi-lingual data
US9830404B2 (en) 2014-12-30 2017-11-28 Facebook, Inc. Analyzing language dependency structures
US9830386B2 (en) 2014-12-30 2017-11-28 Facebook, Inc. Determining trending topics in social media
US10067936B2 (en) 2014-12-30 2018-09-04 Facebook, Inc. Machine translation output reranking
US9477652B2 (en) 2015-02-13 2016-10-25 Facebook, Inc. Machine learning dialect identification
US20160350289A1 (en) * 2015-06-01 2016-12-01 Linkedln Corporation Mining parallel data from user profiles
US20170024701A1 (en) * 2015-07-23 2017-01-26 Linkedin Corporation Providing recommendations based on job change indications
US9734142B2 (en) 2015-09-22 2017-08-15 Facebook, Inc. Universal translation
US9990361B2 (en) * 2015-10-08 2018-06-05 Facebook, Inc. Language independent representations
US10586168B2 (en) 2015-10-08 2020-03-10 Facebook, Inc. Deep translations
US9747281B2 (en) 2015-12-07 2017-08-29 Linkedin Corporation Generating multi-language social network user profiles by translation
US10133738B2 (en) 2015-12-14 2018-11-20 Facebook, Inc. Translation confidence scores
US9734143B2 (en) 2015-12-17 2017-08-15 Facebook, Inc. Multi-media context language processing
US9747283B2 (en) 2015-12-28 2017-08-29 Facebook, Inc. Predicting future translations
US10002125B2 (en) 2015-12-28 2018-06-19 Facebook, Inc. Language model personalization
US9805029B2 (en) 2015-12-28 2017-10-31 Facebook, Inc. Predicting future translations
US10902215B1 (en) 2016-06-30 2021-01-26 Facebook, Inc. Social hash for language models
US10902221B1 (en) 2016-06-30 2021-01-26 Facebook, Inc. Social hash for language models
CN106960041A (zh) * 2017-03-28 2017-07-18 山西同方知网数字出版技术有限公司 一种基于非平衡数据的知识结构化方法
US10380249B2 (en) 2017-10-02 2019-08-13 Facebook, Inc. Predicting future trending topics
KR102100951B1 (ko) * 2017-11-16 2020-04-14 주식회사 마인즈랩 기계 독해를 위한 질의응답 데이터 생성 시스템
CN110110078B (zh) * 2018-01-11 2024-04-30 北京搜狗科技发展有限公司 数据处理方法和装置、用于数据处理的装置
CN110472251B (zh) * 2018-05-10 2023-05-30 腾讯科技（深圳）有限公司 翻译模型训练的方法、语句翻译的方法、设备及存储介质
CN109033303B (zh) * 2018-07-17 2021-07-02 东南大学 一种基于约简锚点的大规模知识图谱融合方法
WO2020118584A1 (en) * 2018-12-12 2020-06-18 Microsoft Technology Licensing, Llc Automatically generating training data sets for object recognition
US11664010B2 (en) 2020-11-03 2023-05-30 Florida Power & Light Company Natural language domain corpus data set creation based on enhanced root utterances
CN113010643B (zh) * 2021-03-22 2023-07-21 平安科技（深圳）有限公司 佛学领域词汇的处理方法、装置、设备及存储介质
US11656881B2 (en) 2021-10-21 2023-05-23 Abbyy Development Inc. Detecting repetitive patterns of user interface actions
US20250077800A1 (en) * 2023-09-06 2025-03-06 7299362 Canada Inc. (O/A Alexa Translations) System and method for rule-based language translation

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020198701A1 (en) 2001-06-20 2002-12-26 Moore Robert C. Statistical method and apparatus for learning translation relationships among words
US20030204400A1 (en) * 2002-03-26 2003-10-30 Daniel Marcu Constructing a translation lexicon from comparable, non-parallel corpora
US20040102957A1 (en) 2002-11-22 2004-05-27 Levin Robert E. System and method for speech translation using remote devices

Family Cites Families (55)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0856175A4 (en) * 1995-08-16 2000-05-24 Univ Syracuse SYSTEM AND METHOD FOR RETURNING MULTI-LANGUAGE DOCUMENTS USING A SEMANTIC VECTOR COMPARISON
JP3614618B2 (ja) * 1996-07-05 2005-01-26 株式会社日立製作所 文献検索支援方法及び装置およびこれを用いた文献検索サービス
US6076051A (en) * 1997-03-07 2000-06-13 Microsoft Corporation Information retrieval utilizing semantic representation of text
US6266642B1 (en) * 1999-01-29 2001-07-24 Sony Corporation Method and portable apparatus for performing spoken language translation
US6243669B1 (en) * 1999-01-29 2001-06-05 Sony Corporation Method and apparatus for providing syntactic analysis and data structure for translation knowledge in example-based language translation
US6442524B1 (en) * 1999-01-29 2002-08-27 Sony Corporation Analyzing inflectional morphology in a spoken language translation system
US6924828B1 (en) * 1999-04-27 2005-08-02 Surfnotes Method and apparatus for improved information representation
JP2001043236A (ja) * 1999-07-30 2001-02-16 Matsushita Electric Ind Co Ltd 類似語抽出方法、文書検索方法及びこれらに用いる装置
US6757646B2 (en) * 2000-03-22 2004-06-29 Insightful Corporation Extended functionality for an inverse inference engine based web search
US20070027672A1 (en) * 2000-07-31 2007-02-01 Michel Decary Computer method and apparatus for extracting data from web pages
WO2002037471A2 (en) * 2000-11-03 2002-05-10 Zoesis, Inc. Interactive character system
JP2002245070A (ja) * 2001-02-20 2002-08-30 Hitachi Ltd データ表示方法及び装置並びにその処理プログラムを記憶した媒体
US7711547B2 (en) * 2001-03-16 2010-05-04 Meaningful Machines, L.L.C. Word association method and apparatus
CN1535433A (zh) * 2001-07-04 2004-10-06 库吉萨姆媒介公司 基于分类的可扩展交互式文档检索系统
US7340388B2 (en) * 2002-03-26 2008-03-04 University Of Southern California Statistical translation using a large monolingual corpus
US7031911B2 (en) * 2002-06-28 2006-04-18 Microsoft Corporation System and method for automatic detection of collocation mistakes in documents
US7194455B2 (en) * 2002-09-19 2007-03-20 Microsoft Corporation Method and system for retrieving confirming sentences
JP2004252495A (ja) * 2002-09-19 2004-09-09 Advanced Telecommunication Research Institute International 統計的機械翻訳装置をトレーニングするためのトレーニングデータを生成する方法および装置、換言装置、ならびに換言装置をトレーニングする方法及びそのためのデータ処理システムおよびコンピュータプログラム
US7249012B2 (en) * 2002-11-20 2007-07-24 Microsoft Corporation Statistical method and apparatus for learning translation relationships among phrases
JP2004206517A (ja) * 2002-12-26 2004-07-22 Nifty Corp ホットキーワード提示方法及びホットサイト提示方法
CN1290036C (zh) * 2002-12-30 2006-12-13 国际商业机器公司 根据机器可读词典建立概念知识的计算机系统及方法
US7346487B2 (en) * 2003-07-23 2008-03-18 Microsoft Corporation Method and apparatus for identifying translations
US7412385B2 (en) * 2003-11-12 2008-08-12 Microsoft Corporation System for identifying paraphrases using machine translation
US7584092B2 (en) * 2004-11-15 2009-09-01 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7698125B2 (en) * 2004-03-15 2010-04-13 Language Weaver, Inc. Training tree transducers for probabilistic operations
US8296127B2 (en) * 2004-03-23 2012-10-23 University Of Southern California Discovery of parallel text portions in comparable collections of corpora and training using comparable texts
US20050216253A1 (en) * 2004-03-25 2005-09-29 Microsoft Corporation System and method for reverse transliteration using statistical alignment
US7593843B2 (en) * 2004-03-30 2009-09-22 Microsoft Corporation Statistical language model for logical form using transfer mappings
US7620539B2 (en) * 2004-07-12 2009-11-17 Xerox Corporation Methods and apparatuses for identifying bilingual lexicons in comparable corpora using geometric processing
US7698124B2 (en) * 2004-11-04 2010-04-13 Microsoft Corporaiton Machine translation system incorporating syntactic dependency treelets into a statistical framework
US7552046B2 (en) * 2004-11-15 2009-06-23 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7546235B2 (en) * 2004-11-15 2009-06-09 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US20060224579A1 (en) * 2005-03-31 2006-10-05 Microsoft Corporation Data mining techniques for improving search engine relevance
US7813918B2 (en) * 2005-08-03 2010-10-12 Language Weaver, Inc. Identifying documents which form translated pairs, within a document collection
US20070043553A1 (en) * 2005-08-16 2007-02-22 Microsoft Corporation Machine translation models incorporating filtered training data
US8312021B2 (en) * 2005-09-16 2012-11-13 Palo Alto Research Center Incorporated Generalized latent semantic analysis
US7937265B1 (en) * 2005-09-27 2011-05-03 Google Inc. Paraphrase acquisition
US7908132B2 (en) * 2005-09-29 2011-03-15 Microsoft Corporation Writing assistance using machine translation techniques
US8943080B2 (en) * 2006-04-07 2015-01-27 University Of Southern California Systems and methods for identifying parallel documents and sentence fragments in multilingual document collections
US7949514B2 (en) * 2007-04-20 2011-05-24 Xerox Corporation Method for building parallel corpora
US9020804B2 (en) * 2006-05-10 2015-04-28 Xerox Corporation Method for aligning sentences at the word level enforcing selective contiguity constraints
US10460327B2 (en) * 2006-07-28 2019-10-29 Palo Alto Research Center Incorporated Systems and methods for persistent context-aware guides
US20080040339A1 (en) * 2006-08-07 2008-02-14 Microsoft Corporation Learning question paraphrases from log data
GB2444084A (en) * 2006-11-23 2008-05-28 Sharp Kk Selecting examples in an example based machine translation system
US8447589B2 (en) * 2006-12-22 2013-05-21 Nec Corporation Text paraphrasing method and program, conversion rule computing method and program, and text paraphrasing system
US8244521B2 (en) * 2007-01-11 2012-08-14 Microsoft Corporation Paraphrasing the web by search-based data collection
US8332207B2 (en) * 2007-03-26 2012-12-11 Google Inc. Large language models in machine translation
US9002869B2 (en) * 2007-06-22 2015-04-07 Google Inc. Machine translation for query expansion
US7983903B2 (en) * 2007-09-07 2011-07-19 Microsoft Corporation Mining bilingual dictionaries from monolingual web pages
US20090119090A1 (en) * 2007-11-01 2009-05-07 Microsoft Corporation Principled Approach to Paraphrasing
US8209164B2 (en) * 2007-11-21 2012-06-26 University Of Washington Use of lexical translations for facilitating searches
US20090182547A1 (en) * 2008-01-16 2009-07-16 Microsoft Corporation Adaptive Web Mining of Bilingual Lexicon for Query Translation
US8326630B2 (en) * 2008-08-18 2012-12-04 Microsoft Corporation Context based online advertising
US8306806B2 (en) * 2008-12-02 2012-11-06 Microsoft Corporation Adaptive web mining of bilingual lexicon
US8352321B2 (en) * 2008-12-12 2013-01-08 Microsoft Corporation In-text embedded advertising

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020198701A1 (en) 2001-06-20 2002-12-26 Moore Robert C. Statistical method and apparatus for learning translation relationships among words
US20030204400A1 (en) * 2002-03-26 2003-10-30 Daniel Marcu Constructing a translation lexicon from comparable, non-parallel corpora
US20040102957A1 (en) 2002-11-22 2004-05-27 Levin Robert E. System and method for speech translation using remote devices

Also Published As

Publication number Publication date
BRPI1011214A2 (pt) 2016-03-15
KR20120026063A (ko) 2012-03-16
JP2012527701A (ja) 2012-11-08
CA2758632A1 (en) 2010-11-25
WO2010135204A2 (en) 2010-11-25
EP2433230A2 (en) 2012-03-28
CA2758632C (en) 2016-08-30
EP2433230A4 (en) 2017-11-15
JP5479581B2 (ja) 2014-04-23
WO2010135204A3 (en) 2011-02-17
CN102439596B (zh) 2015-07-22
US20100299132A1 (en) 2010-11-25
CN102439596A (zh) 2012-05-02

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