Title: ???????? ?.?. Irina.Efimenko@avicomp.ru
1???????? ?.?.Irina.Efimenko_at_avicomp.ru
- ??????????????? ???????
- ?????-????????? ?????????????
- ?????? ???????
- ??? ??????????? ?????????? ?????????
2???? ???????????
- ????????
- ??????? ????????? OntosMiner
- Shallow-??????
- ????? ???????? ? ????? ????????? ?????-?????????
????????????? - ????????? ?????? ??????
- ??????????
3????????
- ?????? ??? ??????????? ?????????? ?????????
- ?????? ??? ???????????
?????????? ????????? - ?????-???????? ?????????????
- ?????????????? ?????????????
- ???????? ???????
- ???????? ???????? ?????????????? ??????????????
????? ?????????? ????????????? ?????
??????-????? ? ??????-?????????? - ??????????? ????? (?-??ps)
4????????
- ?????????? ????????????? ??????????
??????????????? (?????????) ???????? ??
?????-?????????. - ????????? ? ?????? ??????? - ??????
????????????? - ? ????? ?????? ?????????? ??????? (?????
?????????????????) - ? ????? ?????? ?????? (????? ???????????)
-
- ? ???????? ????????? ????????? ??????
???????????? ????? ??????????????? ????????,
??????????? ?????????? ????????????, ?????????? ?
?????? ???????
5????????
- ??????? ???? Information Extraction.
- ?????????? ??????????? ???????? ? ?????? ?????
????
6????????80-20
?????? ???? ???????? ? ???? ?????????
?????
????????????????? ??????
???????? ? ???????????
???????????
???????
7????????
??????
????????? ?????
???? ??????
8??????? OntosMiner ??????? ?????????
9(No Transcript)
10??????? OntosMiner ??????? ?????????
11???? ? ?????? ????????? ??????
12??????? OntosMiner ???????? ?????? ? ????? GATE
13??????? OntosMiner???????? ??????????? ?????
14??????? OntosMiner??????????? ????? ?????????
??????
15Shallow-?????? ????? ????????
-
- ????????????? ??????? ????????, ???????????????
?? ?????????? ????????? ? ?????? ????? ????,
?????????? ???????????? ?????????????? ?
????????? ?????. - ?????????? ??????????? ????????? ??? ?????????
??????? - ?????????????? ????????????? ?? ??????
??????????????? ???????? ??? ???????????
?????????? ?????????. - ??? ????????????? ???????? ????? ??????????? ??
?????????? ????????????-????????, ? ?? ??
???????? ????????????. ?????????
??????????????????? ?????????? ?????????? ??
????? ????????? ?????, ????? ???????? ????????
??? ??????, ??????????? ??? ?????????? ???????? ?
???????????? ??????????? ??????.
16Shallow-?????? ?? NLP ? NLP
- ??????? ??????????? ???????????? ??????????
- ?? ????? ???????????? ?????????? ????
?????????? - ?????? ?????????? ????????????
- ??????????? ??????
- ?????? ??????? ???????? ????????? ?????????
????????? ????????, ???????????? ? ????? ???
???????? ??? ??? ???? ???????? (??????-?????,
????????????? ???????????, ??????????????
????...) - ?.?. ?????? ?????? ???????? ? ??? ???, ?.?.
?????? ??? ?????? ?? ?????? ? ??? ???, ?.?.
?????? ????????? ??? ???, ????? ??????? ?.?.
??????? ? ??? ???...
17?????-???????? ????????????? ????? ?????????
6.?????. (? ?.?. ???????.) ???????? ?? ?????????
?????????? ?????????? ?????????????
18?????-???????? ???????????????????
??????????????
- ??????? ??????
- (?????? ????????????? ???????? ? ??????)
RANLP-2005, V.Khoroshevsky
19?????-???????? ??????????????????? ???????
?????-?????????
C???? ??????? (? ????????????? ? ??????????) ??????? ??????????????? ?????????? ??????
( prepOrg ???? ?? ????????? ??????????? ? ????????? (Organization ) ????????? ??????? ???? ??????????? )? ((Period StartPoint)?) ????????? ??????? ???? ????? (Person) ????????? ??????? ???? ???? ( beVG becomeVG (servVG As) ) PAST, ACTIVE, INDICATIVE, SG, 3rd PERS, ???? ?? ????????? ??? ??????? ??????? ?????????? ??????????? ((Organization ) ????????? ??????? ???? ???????????)? (JobTitle)) ????????? ??????? ???? ????????? ( prepOrg ???? ?? ????????? ??????????? ? ????????? (Organization )) ????????? ??????? ???? ???????????)? (PeriodStartPoint)? ????????? ??????? ???? ????? Previously, Mr. Curts was Perot Systems North American Chief Financial Officer, and also served as Treasurer/Head of Business Development. He was with Goldman Sachs Co., New York and London from 1980 - 1983 in the Corporate Finance Department. Along with Vision, Mr. Jain also co-founded and served as head of operations for Brigade Corporation, a customer support company with 1,300 customer support employees across centers in the U.S., Europe and India.
20?????-???????? ??????????????????????????
???????? ?????-????????? ? ?????-????
C???? ???????? (? ????????????? ? ??????????) ??????? ??????????????? ?????????? ??????
((Period StartPoint)?) (Person) ( beVG (servVG As) ) ACTIVE, INDICATIVE (JobTitle)) ( prepOrg (Organization )) )? ? ??????? 2001 ???? ?-? ?????? ???????? ????????????? ????????? ???????? ????????. (Since 2001, Mr. Klishas is the chairman of the Interros board of directors.) ? ??????? ??????????? ?????????? ??? ?????? ? ????????? ??? ? ???????? ????????-????????????. (During the next several years he has been serving in the Ministry of Interior sub-division as a forensic expert)
((Date StartPoint)?) (Person) (becomeVG) ACTIVE, INDICATIVE (JobTitle) ((Organization )? ? ???????? 2003-2004 ??????????? ???? ????? ?????????? ?????????? ?????????????? ??????????. (In 2003-2004 financial year, Hainz Schimmelbush becomes CEO)
ETC
21?????-???????? ????????????????????? ?????????
? ???????, ??????????????? ???????? ?????????
??????, ? ???????? ??????????? ? ?????-????
?????????? (????-????????) ????????
Mr. Smith was employed by the Cukurova Group. Employ Relation base employ, tense past, voice passive, etc
???????? ??????? (????-????)
Employ Relation base employ, tense past, voice passive, etc ?-? ???? ??? ?????? ?? ?????? ? Cukurova Group.
Employ Relation base employ, tense past, voice active , etc (??????????? ? ????????????? ??????????, ???????????? ? ?????? ????????????????? ????? ??? ???????????) ?-? ???? ??????? ? Cukurova Group.
Employ Relation base employ, tense -, voice - , etc (???????? ??????????? ?? ???????????? ???????????) ? ????? ??????????? Cukurova Group ????? ??????? ?-?? ?????.
- ?????????? ?????????? ?????????
- ????? ??????????? ???????????
22????????? ?????????????? ????? ? C-Map
- Sergey Brin, a native of Moscow, received a
bachelor of science degree with honors in
mathematics and computer science from the
University of Maryland at College Park. Brin is a
recipient of a National Science Foundation
Graduate Fellowship as well as an honorary MBA
from Instituto de Empresa . It was at Stanford
where he met Larry Page and worked on the project
that became Google. Together they founded Google
Inc., and Brin continues to share responsibility
for day-to-day operations with Larry Page and
Eric Schmidt.
23????????? ?????? ???????, ????? ? ???????,
??????????? ?? ????????? ?????? ? ??????????????
? ??????????? ?????
N ?????????? ???????? ????????
1 Person1 name Sergey Brin, number singular, gender male (? ?????? ?????? ????????? ?? ?????? ???????? ? ?????? ?????, ?????????? ?????????? ?????????)
2 Person2 name Larry Page, number singular, gender male (????????? ?? ?????? ???????? ? ?????? ?????, ?????????? ?????????? ?????????)
3 Organization1 name University of Maryland, number singular, keyword University
4 Organization2 name Instituto de Empresa, number singular, keyword Instituto
5 Organization3 name Google Inc., number singular, keyword Incorporation
6 Location1 name College Park , number singular
24????????? ?????? ???????? ?????????????, (1)
- ????????? ??????? ????
- Person1, syntactic role subject (??????????
?? ?????? ????. ???? ??? ???????, ?? ? ??? ??????
?????????????, ????????, ???????? ??????) - ??????-???? ?????????? ??????????????? ?????????
???????? ??????? ??????? - base receive, tense past simple, gender
any, number any, voice active - ????????? ??????? ??????? ??????? (???????
????????? ???????? ??????? ???????) - base bachelor of science, number
singular, honors yes, speciality
mathematics, computer science,
subspeciality -, organization
Organization1, - /????????? ????????? ??????????????? ?????????
????????????? - Organization object Organization1
- Located In Relation prepositional construction
name at - Location object Location1/
25????????? ?????? ???????? ?????????????, (2)
- ????????? ??????? ????
- Person1, syntactic role subject
- ??????-???? ?????????? ??????????????? ?????????
???????? ??????? ??????? - base receive, tense past simple, gender
any, number any, voice active - ????????? ??????? ??????? ??????? (???????
????????? ???????? ??????? ???????) - base MBA, honors yes, number
singular, speciality -, subspeciality
-, organization Organization2
26????????? ?????? ???????? ?????????????, (3)
- ?????? ???????? ???? ????
- Person1, Person2, syntactic role subject
- ??????-???? ?????????? ??????????????? ?????????
???? ??????????? - base found, tense past simple, gender
any, number any, voice active - ????????? ??????? ???????????
- Organization3, syntactic role object
?????????? ???????????? ?????????????? ????,
????????? ? ?????? ??????????????? ?????????
?????? ??? ??????? ????? ? ?????? ???. ?????????
?????? ????????? ???? ????? ????, ????
???????????? ??????????????? ????????????????
??????? ???????????
27????????? ?????? ??????????????? ?????????????
- ????????????? 1. ??????????? ??????
- ????? ????-???????? (?????? ??????),
- ???????????? ???????? (? ????????? ?? ?????? ?
???????? ?????????). - ? ??????, ???? ?????????????? ???????????
???????????? ?????????, ???????? ????????? ????
????????? ??????????, ??????????? ????????????
????????? ?????????? ??????????.
????????? ??????? ???? Person1, syntactic role
subject ??????-???? ??????????
??????????????? ????????? ???????? ???????
??????? base receive, tense past
simple, gender any, number any, voice
active ?????? ???????? ???? ???????
??????? base1 bachelor of science, number
singular, honors1 yes, speciality1
mathematics, computer science,
subspeciality1 -, organization1
Organization1 / ????????? ?????????
??????????????? ????????? ?????????????
Organization object name Organization1
Located In Relation prepositional construction
name at Location object name
Location1/ , base2 MBA, number2
singular, honors2 yes, speciality2 -,
subspeciality2 -, organization2
Organization2
28????????? ?????? ??????????????? ?????????????
- ????????????? 2. ???????????? ????????? ?????????
? ??????????? ?????? ?? ????????? ?????????
??????? ???? ?? ????
????????? ??????? ???? pronoun, number
singular, gender male, syntactic role
subject ??????-???? ??????????
??????????????? ????????? ????
??????????? base found, tense past
simple, gender any, number any, voice
active ????????? ??????? ??????????? Organiz
ation3, syntactic role object ???????-??????
name together with ????????? ???????
???? Person2, syntactic role indirect
object
29????????? ?????? ???????? ?????????????, (1)
????????? ??????? ???? Person1, name ??????
???? (?????? ??? ????????? ?????? ?????????,
???????? ??????? - ????????? ??????????????),
?????????????? ???? subject, ????? nom
(????????? ????.????) ? ?????????????? ????????
?????? ?????? ???? ??????-???? ??????????
??????????????? ????????? ???????? ???????
??????? base ????????, tense past,
aspect perfective (??????????, ???????? ??
???????????????? ????? ??? ????????????
????????-????????, ??. ?????? 3), ??? male
(?? ?????? ???? ????????), ????? singular(??
?????? ????? ????????), ????? active ?
?????????????? ???????? ?????? ???????
30????????? ?????? ???????? ?????????????, (2)
?????? ???????? ???? ??????? ??????? 1??
??????? ?????? name ??????? (base case
gen, number singular ) (? ???????
(speciality case gen))? (?????????????
(subspeciality case nom)))? (honors case
instr) (organization case prep, number
singular) (?????????? ? ????? ? ???????? ??
?????????? ?????? ? ???????? ??????????
????????-????????, ?????? 3), number
singular, case acc (?????? ???????????
???????), base ????????, honors yes,
speciality ??????????, ???????????,
subspeciality -, organization
Organization1, name ??????????? ?????????
(????? ????? ???????????? ????????? ?????? ?/???
????????? ??????????????/????????), / ?????????
????????? ??????????????? ?????????
????????????? Organization object name
null Located In Relation prepositional
construction name ????????????? ?, case
prep (?????? ??????? ??????????? ? ???????
??????? ???????t), number singular Location
object Location1, name ??????? ????
(????? ????? ???????????? ????????? ?????? ?/???
????????? ??????????????/????????), case prep
(?????? ??????? ?????????? ????????)/ ?
?????????????? ???????? ?????? ???????
????????? ? ??????? ?????????? ? ??????????? ?
???????? ? ???????????? ?????????, ?????????????
? ??????? ????? ???????-?????? name ?
????? ? ?????????????? ???????? ?????? ?
????? 2?? ??????? ?????? ... ?
?????????????? ???????? ?????? ??????? MBA ?
???????? ? ????????? ???????
31????????? ?????? ????? ????????
- ??????? 1. ?????? ???? ??????? ??????? ?????????
? ??????? ?????????? ? ??????????? ? ???????? ?
???????????? ?????????, ????????????? ? ???????
?????, ? ????? ??????? MBA ? ???????? ? ?????????
???????. ?? ??????? ?????????? ???? ?????? ?
????? ???????. - ??????? 2. ?????? ???? ??????? ??????? ?????????
? ??????? ?????????? ? ??????????? ? ???????? ?
???????????? ?????????, ????????????? ? ???????
?????. ????? ???? (???????????? ???????????????
????????), ?? (????????????? ??????) ???????
??????? MBA c ???????? ? ????????? ???????. ??
??????? ?????????? ???? ?????? ? ????? ???????. - ???????? ??????
- ????????? ??????????? ??????????
32????????? ?????? ??????? ?????????
????????? ???????? ?? ??????? ? ???? ?????? ??
????????? ??????????
33??????????
- ?????????? ?????? ??????? ??? ???????????
?????????? ?????????. -
- ????????????? ????????? ??????????????? ???????
??? ??????? ?????? ????- ? ?????-?????????
?????????????. - ???????? ?????? ?????????? ??????? ???????????
??????????????????? ???????????
34??????? ?? ????????!Thank (?????? ????????
??????? ?????) You (????????? ?????????????
????????????? ???????) for (?????????? ?? ??????
??????????) Your (????????? ?????????????
????????????? ???????) Attention (?????? ????????
??????? ???????)