JP5362353B2 - 文書中のコロケーション誤りを処理すること - Google Patents
文書中のコロケーション誤りを処理すること Download PDFInfo
- Publication number
- JP5362353B2 JP5362353B2 JP2008520339A JP2008520339A JP5362353B2 JP 5362353 B2 JP5362353 B2 JP 5362353B2 JP 2008520339 A JP2008520339 A JP 2008520339A JP 2008520339 A JP2008520339 A JP 2008520339A JP 5362353 B2 JP5362353 B2 JP 5362353B2
- Authority
- JP
- Japan
- Prior art keywords
- query
- sentence
- word
- text
- collocation
- Prior art date
- Legal status (The legal status 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 status listed.)
- Expired - Fee Related
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/253—Grammatical analysis; Style critique
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99933—Query processing, i.e. searching
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99933—Query processing, i.e. searching
- Y10S707/99936—Pattern matching access
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Machine Translation (AREA)
- Document Processing Apparatus (AREA)
Description
1.Open the light.
2.Everybody hates the crowded traffic on weekends.
3.This is a check of US$500.
4.I congraturate you for your success.
以上の文のネイティブらしい英語のバージョンは、以下のようでなければならない。すなわち、
1.Turn on the light.
2.Everybody hates the heavy traffic on weekends.
3.This is a check for US$500.
4.I congraturate you on your success.
である。
1.動詞−名詞(VN、例えば、*learn/acquire knowledge)
2.前置詞−名詞(PN、例えば、*on/in the morning)
3.形容詞−名詞(AN、例えば、*social/socialist country)、および
4.動詞−副詞(VA、例えば、situations change *largely/greatly)
前処理モジュール202が、テキストを処理して、テキストの品詞タグ付け(tagging)および構文解析をもたらす。多くの異なるタイプのパーサを、テキストを処理するのに使用することが可能である。以下は、例示的な文である。
I have recognized this person for years.
前処理モジュール202が、この文にタグ付けを行い、この文を以下のとおりに切り分ける。
[NP I/PRP][VP have/VBP recognized/VBN][NP this/DT person/NN][PP for/IN][NP years. </s>/NNS]
この処理済みのテキストを使用して、クエリ生成モジュール204が、クエリを構築する。一例では、4つのクエリセットが、先に特定されたコロケーション誤りタイプの各タイプに関して生成される。例えば、コロケーション誤りタイプは、動詞−名詞、前置詞−名詞、形容詞−名詞、および動詞−副詞であることが可能である。生成されるクエリは、文のフルテキストと共に、補助が削除された文の短縮された部分も含むことが可能である。前掲の文に関する例示的な短縮されたクエリには、「have recognized this person」、「have recognized」、「this person」、および「recognized person」を含めることが可能である。
1.文クエリ242:S−Queryと呼ばれる、元の文と(各タイプに関して予め定められたされた補助(auxiliary)を削除することにより)短縮された文
2.チャンククエリ244:C−Queryと呼ばれる、文中の対応するチャンクペア、および
3.語クエリ246:W−Queryと呼ばれる、文中の対応する主要語(headword)ペア
である。
S−Query:[“I have recognized this person for years”]
S−Query:[“have recognized this person”]
C−Query:[“have recognized”〜“this person”]
W−Query:[“recognized”〜“person”]
VN:複数のS−Query、1つのC−Query V〜N、および1つのW−Query Vh〜Nh(Nhは、対応する名詞チャンクの主要語を表す。)、
PN:前置詞を含む、PNの1つのC−Query、
AN:ANペアを含む、ANの1つのC−Query、および
VA:VAペアを含む複数のC−Query、およびVA主要語を含む複数のW−Query
である。
S−QT:[“I have+this person for years”]
S−QT:[“I have+this person”]
S−QT:[“have+this person for years”]
S−QT:[“I have+this person”]
C−QT:[“+this person for years”]
C−QT:[“+this person”]
VN:S−QT、C−QT(動詞が+で置き換えられている。)、
PN:S−QT、C−QT(前置詞が+で置き換えられている。)、
AN:S−QT、C−QT(形容詞が+で置き換えられている。)、および
VA:S−QT、C−QT(副詞が+で置き換えられている。)
である。
Claims (6)
- 文書中のコロケーション誤りを訂正するためのコンピュータにより実施される方法であって、
前記文書中のテキストの文にアクセスするステップと、
前記テキストの前記文において1または複数の検査語を検出するステップであって、前記検査語は、コロケーション誤りを生じさせる可能性がある語であって、特定のコロケーション誤りタイプを示すこと、
検出された検査語に基づいて前記コロケーション誤りタイプを識別するステップと、
前記検出された検査語により示された特定のコロケーション誤りタイプに基づいてクエリを生成するステップであって、メモリ内の複数の異なる組のクエリ生成ルールから一組のルールを選択し、前記検査語が含まれた特定の組のクエリを生成するステップと、
前記特定の組のクエリを、検索モジュールにサブミットして検索結果を得るステップであって、前記検索結果は、ウェブ検索エンジンを用いて抽出された文書のテキストのサマリーを含むこと、
前記検索結果のテキストと前記特定の組のクエリのテキストとを比較して、1または複数のクエリのテキストが一致した場合には、コロケーション誤りが存在しないと判定し、全てのクエリのテキストが一致しなかった場合には、コロケーション誤りがあると判定するステップと、
コロケーション誤りがあると判定した場合に、前記コロケーション誤りタイプに基づいて、前記検査語に対応する語をプレースホルダーに置換したクエリテンプレートを生成するステップと、
前記クエリテンプレートを、前記検索モジュールにサブミットして文字列を得るステップと、
前記クエリテンプレートと一致する文字列であって、前記プレースホルダーが任意の語と一致する文字列を識別するステップと、
前記識別された文字列を表示して、前記検出されたコロケーション誤りに対する訂正の選択肢を提供するステップと
を備えたことを特徴とする方法。 - 前記検査語を検出するステップは、前記文を構文解析して、前記文に含まれる品詞を識別するステップをさらに含み、
前記クエリを生成するステップは、識別された前記品詞に基づくことを特徴とする請求項1に記載の方法。 - 前記識別された文字列を、前記クエリテンプレートに対応する重みに基づいてランク付けするステップをさらに含むことを特徴とする請求項1に記載の方法。
- 前記コロケーション誤りタイプは、動詞−名詞、前置詞−名詞、形容詞−名詞、および動詞−副詞のうちの少なくとも1つを含むことを特徴とする請求項1に記載の方法。
- 前記特定の組のクエリは、
前記テキストの文を含む文クエリと、
前記テキストの文のチャンクを含むチャンククエリと、
前記テキストの文の主要語ペアを含む語クエリと
を含むことを特徴とする請求項1に記載の方法。 - 前記検索モジュールは、ウェブベースの検索エンジンであることを特徴とする請求項1に記載の方法。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/177,136 | 2005-07-08 | ||
US11/177,136 US7574348B2 (en) | 2005-07-08 | 2005-07-08 | Processing collocation mistakes in documents |
PCT/US2006/026012 WO2007008492A2 (en) | 2005-07-08 | 2006-06-30 | Processing collocation mistakes in documents |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2009500754A JP2009500754A (ja) | 2009-01-08 |
JP2009500754A5 JP2009500754A5 (ja) | 2009-08-06 |
JP5362353B2 true JP5362353B2 (ja) | 2013-12-11 |
Family
ID=37619276
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2008520339A Expired - Fee Related JP5362353B2 (ja) | 2005-07-08 | 2006-06-30 | 文書中のコロケーション誤りを処理すること |
Country Status (10)
Country | Link |
---|---|
US (1) | US7574348B2 (ja) |
EP (1) | EP1899835B1 (ja) |
JP (1) | JP5362353B2 (ja) |
KR (1) | KR20080023341A (ja) |
CN (1) | CN101218573A (ja) |
AU (1) | AU2006269494A1 (ja) |
CA (1) | CA2614416C (ja) |
MX (1) | MX2008000176A (ja) |
NO (1) | NO20080112L (ja) |
WO (1) | WO2007008492A2 (ja) |
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US8250072B2 (en) * | 2009-03-06 | 2012-08-21 | Dmitri Asonov | Detecting real word typos |
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-
2005
- 2005-07-08 US US11/177,136 patent/US7574348B2/en not_active Expired - Fee Related
-
2006
- 2006-06-30 CN CNA2006800248782A patent/CN101218573A/zh active Pending
- 2006-06-30 WO PCT/US2006/026012 patent/WO2007008492A2/en active Application Filing
- 2006-06-30 CA CA2614416A patent/CA2614416C/en not_active Expired - Fee Related
- 2006-06-30 JP JP2008520339A patent/JP5362353B2/ja not_active Expired - Fee Related
- 2006-06-30 KR KR1020087000528A patent/KR20080023341A/ko not_active IP Right Cessation
- 2006-06-30 MX MX2008000176A patent/MX2008000176A/es not_active Application Discontinuation
- 2006-06-30 EP EP06774479.7A patent/EP1899835B1/en active Active
- 2006-06-30 AU AU2006269494A patent/AU2006269494A1/en not_active Abandoned
-
2008
- 2008-01-08 NO NO20080112A patent/NO20080112L/no unknown
Also Published As
Publication number | Publication date |
---|---|
KR20080023341A (ko) | 2008-03-13 |
AU2006269494A1 (en) | 2007-01-18 |
CA2614416A1 (en) | 2007-01-18 |
MX2008000176A (es) | 2008-04-02 |
CN101218573A (zh) | 2008-07-09 |
EP1899835A4 (en) | 2017-10-25 |
WO2007008492A3 (en) | 2007-06-21 |
WO2007008492A2 (en) | 2007-01-18 |
US20070010992A1 (en) | 2007-01-11 |
JP2009500754A (ja) | 2009-01-08 |
US7574348B2 (en) | 2009-08-11 |
EP1899835A2 (en) | 2008-03-19 |
NO20080112L (no) | 2008-02-01 |
CA2614416C (en) | 2014-05-27 |
EP1899835B1 (en) | 2019-06-26 |
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