Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?”...

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E BERHARD K ARLS U NIVERSITÄT T ÜBINGEN Seminar f ¨ ur Sprachwissenschaft [ C L SfS ] Searching in Annotated Corpora Sandra K ¨ ubler [email protected] Searching in Annotated Corpora – p.1

Transcript of Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?”...

Page 1: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]

Searching in Annotated CorporaSandra Kubler

[email protected]

Searching in Annotated Corpora – p.1

Page 2: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Issues in Searching

General prerequisites for linguistic searching:

annotation of relevant linguistic information

translation from linguistic question into terms ofannotation

search tool (+ query language)

Prerequisites for users:

linguist needs to be familiar with query language

linguist needs to be familiar with annotation style

question must be searchable

Searching in Annotated Corpora – p.2

Page 3: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Issues in Searching

General prerequisites for linguistic searching:

annotation of relevant linguistic information

translation from linguistic question into terms ofannotation

search tool (+ query language)

Prerequisites for users:

linguist needs to be familiar with query language

linguist needs to be familiar with annotation style

question must be searchable

Searching in Annotated Corpora – p.2

Page 4: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 5: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 6: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 7: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 8: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 9: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 10: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Typical Questions

“Show me all occurrences of the wordhilarious in the corpus.”

“Can the word book be used as a verb?”

“How often does for occur as a preposition,how often as a subordinating conjunction?”

“What types of phrases can occur between aGerman NP and its relative clause?”

“Are there subjectless sentences in German?”

“Show me all direct object ellipses.”

“Show me all elliptical sentences.”

Searching in Annotated Corpora – p.3

Page 11: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]The Computational Side

#np:[cat=”NP”] & #np > [pos=”ADJA”] & #np >[pos=”NN”] & #mo:[cat=”VF”] & #mo >OA #np

Find me all trees which have a noun phrasecontaining an adjective and a noun, and this nounphrase is the direct object and in initial position.

Searching in Annotated Corpora – p.4

Page 12: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]The Computational Side

#np:[cat=”NP”] & #np > [pos=”ADJA”] & #np >[pos=”NN”] & #mo:[cat=”VF”] & #mo >OA #np

Find me all trees which have a noun phrasecontaining an adjective and a noun, and this nounphrase is the direct object and in initial position.

Searching in Annotated Corpora – p.4

Page 13: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Different Types of Information

pure text

positional annotation, e.g. POS tags,morphology, lexical information

graph annotation, e.g. syntax

Searching in Annotated Corpora – p.5

Page 14: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Queries for Positional Annotation

word form

POS tag

preceding word(s)

following word(s)

only one dimension:

linear text – only look at sequence of words andtheir characteristics

Searching in Annotated Corpora – p.6

Page 15: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Queries for Positional Annotation

word form

POS tag

preceding word(s)

following word(s)

only one dimension:

linear text – only look at sequence of words andtheir characteristics

Searching in Annotated Corpora – p.6

Page 16: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Queries for Graph Annotation

0 1 2 3 4 5 6 7 8 9 10 11 12

500 501 502 503 504 505

506 507 508 509 510 511

512

513

514

515

516

Sie

PPER

plädiert

VVFIN

dafür

PROP

,

$,

einen

ART

freien

ADJA

Träger

NN

für

APPR

das

ART

Bad

NN

zu

PTKZU

finden

VVINF

.

$.

HD HD HD HD − HD HD −

NCX

ON

VXFIN

HD

PX

OPP −

ADJX

− HD −

NCX

HD

VXINF

HD

NCX

HD

PX

NX

OA

MF

VC

SIMPX

OPP−MOD

VF

LK

MF

NF

SIMPX

Searching in Annotated Corpora – p.7

Page 17: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Queries for Graph Annotation (2)

Relations:

sequence of words and their characteristics

linear precedence not only for words but also fornodes in tree

dominance between nodes

immediate dominance, immediate precedence

more complex search!!!

Searching in Annotated Corpora – p.8

Page 18: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Queries for Graph Annotation (2)

Relations:

sequence of words and their characteristics

linear precedence not only for words but also fornodes in tree

dominance between nodes

immediate dominance, immediate precedence

more complex search!!!

Searching in Annotated Corpora – p.8

Page 19: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query

Question: “Can one front PPs modifying a nounphrase in German?”

Find all sentences that have:a PP in initial position

an NP after the finite verb

a modifier relation between the PP and the NP

In terms of TüBa-D/Z:there is an initial field (VF) which dominates aPX

there is an NX in the middle field (MF)

the NX has the function and the PX has thefunction -MOD

Searching in Annotated Corpora – p.9

Page 20: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query

Question: “Can one front PPs modifying a nounphrase in German?”Find all sentences that have:

a PP in initial position

an NP after the finite verb

a modifier relation between the PP and the NP

In terms of TüBa-D/Z:there is an initial field (VF) which dominates aPX

there is an NX in the middle field (MF)

the NX has the function and the PX has thefunction -MOD

Searching in Annotated Corpora – p.9

Page 21: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query

Question: “Can one front PPs modifying a nounphrase in German?”Find all sentences that have:

a PP in initial position

an NP after the finite verb

a modifier relation between the PP and the NP

In terms of TüBa-D/Z:there is an initial field (VF) which dominates aPX

there is an NX in the middle field (MF)

the NX has the function and the PX has thefunction -MOD

Searching in Annotated Corpora – p.9

Page 22: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (2)

“What can occur between a noun phrase and itsrelative clause in German?”

Find all sentences that have:an NP after the finite verb

a relative clause at the end of the sentence

both in the same sentence

In terms of TüBa-D/Z:there is a middle field (MF) which dominates anNX

there is an R-SIMPX in the final field (NF)

there is a SIMPX node which dominates both

Searching in Annotated Corpora – p.10

Page 23: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (2)

“What can occur between a noun phrase and itsrelative clause in German?”Find all sentences that have:

an NP after the finite verb

a relative clause at the end of the sentence

both in the same sentence

In terms of TüBa-D/Z:there is a middle field (MF) which dominates anNX

there is an R-SIMPX in the final field (NF)

there is a SIMPX node which dominates both

Searching in Annotated Corpora – p.10

Page 24: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (2)

“What can occur between a noun phrase and itsrelative clause in German?”Find all sentences that have:

an NP after the finite verb

a relative clause at the end of the sentence

both in the same sentence

In terms of TüBa-D/Z:there is a middle field (MF) which dominates anNX

there is an R-SIMPX in the final field (NF)

there is a SIMPX node which dominates bothSearching in Annotated Corpora – p.10

Page 25: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Problems with Query (2)

there is a middle field (MF) which dominates anNX

there is an R-SIMPX in the final field (NF)

there is a SIMPX node which dominates both

This also retrieves trees which have adjacent NP +rel. clause.

2 possibilities:

there is another constituent in the MF

there is a VC between MF and NF

Searching in Annotated Corpora – p.11

Page 26: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Problems with Query (2)

there is a middle field (MF) which dominates anNX

there is an R-SIMPX in the final field (NF)

there is a SIMPX node which dominates both

This also retrieves trees which have adjacent NP +rel. clause.

2 possibilities:

there is another constituent in the MF

there is a VC between MF and NF

Searching in Annotated Corpora – p.11

Page 27: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Problems with Query (1)

The relation between the NX with function andthe PX with function -MOD is difficult to specify.

possible solutions:

leave this out and possibly get too many trees

search for all different combinations of functions,e.g. OA + OA-MOD; ON + ON-MOD; . . .a lot of work!

Searching in Annotated Corpora – p.12

Page 28: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Problems with Query (1)

The relation between the NX with function andthe PX with function -MOD is difficult to specify.

possible solutions:

leave this out and possibly get too many trees

search for all different combinations of functions,e.g. OA + OA-MOD; ON + ON-MOD; . . .a lot of work!

Searching in Annotated Corpora – p.12

Page 29: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (3)

Question: “Give me all trees with a subject ellipsis.”

Find all sentences that have:no subject in initial field (VF)

no subject in middle field (MF)

Unfortuntely, not possible!!!

Can only search for existing constituents which donot have a specific label: “Give me all sentencesthat have a constituent in MF which is not thesubject.”

Holds for all sentences that have at least one con-

stituent in MF which is not the subject!

Searching in Annotated Corpora – p.13

Page 30: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (3)

Question: “Give me all trees with a subject ellipsis.”Find all sentences that have:

no subject in initial field (VF)

no subject in middle field (MF)

Unfortuntely, not possible!!!

Can only search for existing constituents which donot have a specific label: “Give me all sentencesthat have a constituent in MF which is not thesubject.”

Holds for all sentences that have at least one con-

stituent in MF which is not the subject!

Searching in Annotated Corpora – p.13

Page 31: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (3)

Question: “Give me all trees with a subject ellipsis.”Find all sentences that have:

no subject in initial field (VF)

no subject in middle field (MF)

Unfortuntely, not possible!!!

Can only search for existing constituents which donot have a specific label: “Give me all sentencesthat have a constituent in MF which is not thesubject.”

Holds for all sentences that have at least one con-

stituent in MF which is not the subject!

Searching in Annotated Corpora – p.13

Page 32: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Translating a Question into a Query (3)

Question: “Give me all trees with a subject ellipsis.”Find all sentences that have:

no subject in initial field (VF)

no subject in middle field (MF)

Unfortuntely, not possible!!!

Can only search for existing constituents which donot have a specific label: “Give me all sentencesthat have a constituent in MF which is not thesubject.”

Holds for all sentences that have at least one con-

stituent in MF which is not the subject!Searching in Annotated Corpora – p.13

Page 33: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

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t[CLSfS ]Existing Query Tools

IMS Corpus Workbenchcan search for positional annotationsURL: http://www.ims.uni-stuttgart.de/projekte/CorpusWorkbench/

TIGERSearchcan search for graph annotations; user-friendlytree drawing interfaceURL: http://www.ims.uni-stuttgart.de/projekte/TIGER/TIGERSearch/

Finite Structure Query Toolpowerful search tool, based on first-order logicURL:http://tcl.sfs.uni-tuebingen.de/fsq/

Searching in Annotated Corpora – p.14

Page 34: Searching in Annotated Corporakuebler/rocoli/searching.pdf · German NP and its relative clause?” “Are there subjectless sentences in German?” “Show me all direct object ellipses.”

EB

ER

HA

RD

KA

RL

SU

NIV

ER

SIT

ÄT

BIN

GE

NS

emin

arfu

rS

prac

hwis

sens

chaf

t[CLSfS ]Existing Query Tools (2)

ICECUPdeveloped for searching the ICE-GB corpus;also tree drawing intefaceURL:http://www.ucl.ac.uk/english-usage/ice-gb/icecup.htm

CLARK toolXML tool, which includes XPATH queries: verypowerfulURL:http://www.bultreebank.org/clark

Searching in Annotated Corpora – p.15