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3 (./ &6D..'& &/7+4 & )&/ /./4 D.&&4 =>'&/ </ $.E9&30 99&. ' A.&H3 75H7I(2(7*H.J&. 3K33K B6 FG2 &L '&. H' 24 (/:'',. '.4 +6 &//24 7 $M+*N..M9+*N4 M+*OP.POP.P9N04 A///3/ /'3/../3,6A A.4 A&&/&4 &4 A/'.. & &/..6.&.#.&. 2 ' 5/&. /$8"Q..0 A.E6.&.RH.,.'S5.& B.B&.RH4 =4.5A&:N-R> *),7. </td></tr> </table> the Age of Spiritual Machines : When Computers Exceed Human Intelligence by <a href="/exec/obidos/search-handle-url/index=books&field-author= Kurzweil2C20Ray/ "> Ray Kurzweil</a> <a href=" <img src=" width=90 height=40 align=left border=0></a> list Price: $4.95 our Price: $.96 you Save: $2.99 (20) , Title: The Age of Spiritual Machines : When Computers Exceed Human Intelligence Author: Ray Kurzweil List-Price: $4.95 Price: $.96 : : / //&/ &.4 /. : &./ &/64 //6 /'4 /' 4

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7 Example of IE from FASTUS (993) Bridgestone Sports Co. said Friday it had set up a joint venture in Taiwan with a local concern and a Japanese trading house to produce golf clubs to be supplied to Japan. The joint venture, Bridgestone Sports Taiwan Co., capitalized at 20 million new Taiwan dollars, will start production in January 990 with production of 20,000 iron and metal wood clubs a month. Example of IE: FASTUS(993) Bridgestone Sports Co. said Friday it had set up a joint venture in Taiwan with a local concern and a Japanese trading house to produce golf clubs to be supplied to Japan. The joint venture, Bridgestone Sports Taiwan Co., capitalized at 20 million new Taiwan dollars, will start production in January 990 with production of 20,000 iron and metal wood clubs a month. TIE-UP- Relationship: TIE-UP Entities: Bridgestone Sport Co. a local concern a Japanese trading house Joint Venture Company: Activity: ACTIVITY- Amount: NT$ ACTIVITY- Activity: PRODUCTION Company: Product: iron and metal wood clubs Start Date: DURING: January 990 TIE-UP- Relationship: TIE-UP Entities: Bridgestone Sport Co. a local concern a Japanese trading house Joint Venture Company: Activity: ACTIVITY- Amount: NT$ ACTIVITY- Activity: PRODUCTION Company: Product: iron and metal wood clubs Start Date: DURING: January 990 Example of IE: FASTUS(993): Resolving anaphora Bridgestone Sports Co. said Friday it had set up a joint venture in Taiwan with a local concern and a Japanese trading house to produce golf clubs to be supplied to Japan. The joint venture, Bridgestone Sports Taiwan Co., capitalized at 20 million new Taiwan dollars, will start production in January 990 with production of 20,000 iron and metal wood clubs a month. TIE-UP- Relationship: TIE-UP Entities: Bridgestone Sport Co. a local concern a Japanese trading house Joint Venture Company: Activity: ACTIVITY- Amount: NT$ ACTIVITY- Activity: PRODUCTION Company: Product: iron and metal wood clubs Start Date: DURING: January 990 set up new Taiwan dollars a Japanese trading house had set up production of 20, 000 iron and metal wood clubs [company] [set up] [Joint-Venture] with [company] FASTUS Based on finite state automata (FSA) transductions.complex Words: Recognition of multi-words and proper names 2.Basic Phrases: Simple noun groups, verb groups and particles 3.Complex phrases: Complex noun groups and verb groups 4.Domain Events: Patterns for events of interest to the application Basic templates are to be built. 5. Merging Structures: Templates from different parts of the texts are merged if they provide information about the same entity or event. D@@O Pattern-maching PN s (ADJ)* N P Art (ADJ)* N {PN s Art}(ADJ)* N (P Art (ADJ)* N)* PN s PN s 0 Art N 2 ADJ 0 Art N 2 ADJ John s interesting book with a nice cover 3 PN P s 4 Art John s interesting book with a nice cover 3 PN P s 4 Art

8 Example of IE: FASTUS(993) Bridgestone Sports Co. said Friday it had set up a joint venture in Taiwan with a local concern and a Japanese trading house to produce golf clubs to be supplied to Japan. The joint venture, Bridgestone Sports Taiwan Co., capitalized at 20 million new Taiwan dollars, will start production in January 990 with production of 20,000 metal wood clubs a month..complex words Attachment Ambiguities are not made explicit 2.Basic Phrases: Bridgestone Sports Co.: Company name said : Verb Group Friday : Noun Group it : Noun Group had set up : Verb Group a joint venture : Noun Group in : Preposition Taiwan : Location :& 7'...'.'. ) =>=> => <,7,.&' =>$40=>=> +*(A/,. 7'.) => => +*(.E =>=>$#$40 -I(-.E */ *'//: / 4.6 &. 6 &9 &/./6 & +& 9.$44.06' 6 O'9 O'9& +& I:O2 [ 6.*48YY NE named entity recognition CO coreference resolution TE template element construction TR template relation construction ST scenario template production / A5,.F G,4I3 :'$'/ 03 [', W 3$A/LA& =8YYY>.40 / 6 *.444 I./A& K *6A. /3./5F"QG3 3Z & + 6. D 74* 748YYY4./4 *8YYY4.699'''4449X9:94 -.,A 7&6 * 8YY4.699'''44499,94. 6 : I 4.#;$8:#06##: $8YYY0

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