Báo cáo khoa học: "Automatic Labeling of Semantic Roles" potx

confer−v
debate−v
converse−v
gossip−v
dispute−n
discussion−n
tiff−n
Conversation
Frame:
Protagonist−1
Protagonist−2
Protagonists
Topic
Medium
Frame Elements:
talk−v
Domain:
Communication
Domain:
Cognition
Frame:
Questioning
Topic
Medium
Frame Elements:
Speaker
Addressee
Message
Frame:

Topic
Medium
Frame Elements:
Speaker
Addressee
Message
Statement
Frame:
Frame Elements:
Judgment
Judge
Evaluee
Reason
Role
dispute−n
blame−v
fault−n
admire−v
admiration−n
disapprove−v
blame−n
appreciate−v
Frame:
Frame Elements:
Categorization
Cognizer
Item
Category
Criterion
S

NP
PRP
VP
VBD
NP
SBAR
IN
S
NNP
VP
VBD
NP
PP
PRP IN
NP
NN
Goal Source
Theme Target
NP
He heard
the sound of liquid slurping in a metal container
as approached him from behindFarrell
P(r | h, t)
P(r | pt, t)
P(r | pt, position, voice)
P(r | pt, position, voice, t)P(r | pt, gf, t)
P(r | t)P(r | h)
P(r | h, pt, t)

S
NP
VP
V
NP
Det
N
Pro
He
ate
some
target
word
frame
element
pancakes
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
recall
precision

P(fe|path)
P(fe|path, t)
.75*P(fe | path)+.25*P(fe | h, t)