viterbi algorithm - emory universitychoi/courses/cs325/slides/viterbi_algorithm.… · viterbi...
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Emory University Logo Guidelines
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Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
Data Structures and AlgorithmsEmory University
Jinho D. Choi
Emory University Logo Guidelines
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Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
Emory University Logo Guidelines
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Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
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Emory University Logo Guidelines
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Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
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Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
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Emory University Logo Guidelines
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Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
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Emory University Logo Guidelines
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PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
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Emory University Logo Guidelines
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Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
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Emory University Logo Guidelines
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PMS 280 PMS 131 PMS 130 coated uncoated
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Viterbi Algorithm
2
John did not
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Emory University Logo Guidelines
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PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
2
John did not
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a
p
r
S
1/6⋅1ε⋅ε
ε⋅ε
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Emory University Logo Guidelines
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Emory University Logo Guidelines
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Emory University Logo Guidelines
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Viterbi Algorithm
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Emory University Logo Guidelines
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Emory University Logo Guidelines
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Emory University Logo Guidelines
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Emory University Logo Guidelines
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Viterbi Algorithm
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Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
- By induction.
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
- By induction.
- Base: ?
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
- By induction.
- Base: ?
- Induction: ?
3
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
- By induction.
- Base: ?
- Induction: ?
3
ˆt1 = argmax
t1P (t1|t0) · P (w1|t1)
Emory University Logo Guidelines
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Viterbi Algorithm• Dynamic programming
- Save the best path for each token.
- Back-track the best sequence.
• Proof of correctness
- By induction.
- Base: ?
- Induction: ?
3
ˆt1 = argmax
t1P (t1|t0) · P (w1|t1)
ˆtk1 = (
ˆtk�1, argmax
tkP (tk|tk�1) · P (wk|tk))
Emory University Logo Guidelines
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
4
public class HMMTagger extends AbstractTagger{
static public String START_STATE = "START_STATE";static public String END_STATE = "END_STATE";private HiddenMarkov hm_model;
public HMMTagger(double epsilon){
hm_model = new HiddenMarkov(epsilon);}
}
Emory University Logo Guidelines
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
4
public class HMMTagger extends AbstractTagger{
static public String START_STATE = "START_STATE";static public String END_STATE = "END_STATE";private HiddenMarkov hm_model;
public HMMTagger(double epsilon){
hm_model = new HiddenMarkov(epsilon);}
}
Emory University Logo Guidelines
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
4
public class HMMTagger extends AbstractTagger{
static public String START_STATE = "START_STATE";static public String END_STATE = "END_STATE";private HiddenMarkov hm_model;
public HMMTagger(double epsilon){
hm_model = new HiddenMarkov(epsilon);}
}
cs325/classifier/HiddenMarkov.javacs325/utils/IntDoublePair.java
Emory University Logo Guidelines
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
5
public void addSentence(List<String> words, List<String> tags){
String currenetState, previousState = START_STATE;int i, size = words.size();
for (i=0; i<size; i++){
currenetState = tags.get(i);hm_model.addTransition (previousState, currenetState);hm_model.addObservation(currenetState, words.get(i));previousState = currenetState;
}
hm_model.addTransition(previousState, END_STATE);}
@Overridepublic void train(){
hm_model.train();}
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
5
public void addSentence(List<String> words, List<String> tags){
String currenetState, previousState = START_STATE;int i, size = words.size();
for (i=0; i<size; i++){
currenetState = tags.get(i);hm_model.addTransition (previousState, currenetState);hm_model.addObservation(currenetState, words.get(i));previousState = currenetState;
}
hm_model.addTransition(previousState, END_STATE);}
@Overridepublic void train(){
hm_model.train();}
Emory University Logo Guidelines
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
5
public void addSentence(List<String> words, List<String> tags){
String currenetState, previousState = START_STATE;int i, size = words.size();
for (i=0; i<size; i++){
currenetState = tags.get(i);hm_model.addTransition (previousState, currenetState);hm_model.addObservation(currenetState, words.get(i));previousState = currenetState;
}
hm_model.addTransition(previousState, END_STATE);}
@Overridepublic void train(){
hm_model.train();}
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
HMM Tagger
5
public void addSentence(List<String> words, List<String> tags){
String currenetState, previousState = START_STATE;int i, size = words.size();
for (i=0; i<size; i++){
currenetState = tags.get(i);hm_model.addTransition (previousState, currenetState);hm_model.addObservation(currenetState, words.get(i));previousState = currenetState;
}
hm_model.addTransition(previousState, END_STATE);}
@Overridepublic void train(){
hm_model.train();}
Emory University Logo Guidelines
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3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
6
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
6
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
P (t1|tS) · P (w1|t1)
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
6
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
P (t1|tS) · P (w1|t1) Intermediate probabilities
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
6
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
P (t1|tS) · P (w1|t1) Intermediate probabilities
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
6
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
P (t1|tS) · P (w1|t1) Intermediate probabilities
Best previous state
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
7
public List<TagList> decode(List<String> observations){
final int N = hm_model.getLabels().size(); final int T = observations.size();
double[][] viterbi = new double[N][T];int[][] backpointer = new int[N][T];IntDoublePair max;int s, t = 0;
// initializationfor (s=0; s<N; s++){
viterbi[s][0] = hm_model.getOverallLikelihood(START_STATE, hm_model.getLabel(s), observations.get(t));
backpointer[s][0] = 0;}
vs,0 = P (ts|tSTART ) · P (w1|ws)bs,0 = 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Initialization
7
public List<TagList> decode(List<String> observations){
final int N = hm_model.getLabels().size(); final int T = observations.size();
double[][] viterbi = new double[N][T];int[][] backpointer = new int[N][T];IntDoublePair max;int s, t = 0;
// initializationfor (s=0; s<N; s++){
viterbi[s][0] = hm_model.getOverallLikelihood(START_STATE, hm_model.getLabel(s), observations.get(t));
backpointer[s][0] = 0;}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
8
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
8
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
9
// recursionfor (t=1; t<T; t++){
for (s=0; s<N; s++){
max = max(viterbi, t, hm_model.getLabel(s), observations.get(t), N);viterbi[s][t] = max.getDouble();backpointer[s][t] = max.getInt();
}}
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
9
// recursionfor (t=1; t<T; t++){
for (s=0; s<N; s++){
max = max(viterbi, t, hm_model.getLabel(s), observations.get(t), N);viterbi[s][t] = max.getDouble();backpointer[s][t] = max.getInt();
}}
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
}
bs,t = argmax
s(vs0,t�1 · P (s|s0) · P (wt))
vs,t = max(vs0,t�1 · P (s|s0) · P (wt))
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
9
// recursionfor (t=1; t<T; t++){
for (s=0; s<N; s++){
max = max(viterbi, t, hm_model.getLabel(s), observations.get(t), N);viterbi[s][t] = max.getDouble();backpointer[s][t] = max.getInt();
}}
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
}
bs,t = argmax
s(vs0,t�1 · P (s|s0) · P (wt))
vs,t = max(vs0,t�1 · P (s|s0) · P (wt))
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
10
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
int s = 0;double d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation);IntDoublePair max = new IntDoublePair(s, d);
for (s=1; s<N; s++){ d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation); if (d > max.getDouble()) max.set(s, d);}
return max;}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
10
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
int s = 0;double d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation);IntDoublePair max = new IntDoublePair(s, d);
for (s=1; s<N; s++){ d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation); if (d > max.getDouble()) max.set(s, d);}
return max;}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Recursion
10
private IntDoublePair max(double[][] viterbi, int t, String currentState, String observation, final int N){
int s = 0;double d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation);IntDoublePair max = new IntDoublePair(s, d);
for (s=1; s<N; s++){ d = viterbi[s][t-1] *
hm_model.getOverallLikelihood(hm_model.getLabel(s), currentState, observation); if (d > max.getDouble()) max.set(s, d);}
return max;}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
11
Dynamic Table
John did not like playing with Tomnoun 1⋅1/6verb ε2
aux ε2
prep ε2
adv ε2
Backpointer Table
John did not like playing with Tomnoun 0verb 0aux 0prep 0adv 0
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
12
max = max(viterbi, t, END_STATE, null, N);
private TagList getTags(int[][] backpointer, int max, final int N, final int T){
List<String> tags = new ArrayList<>();int t;
tags.add(hm_model.getLabel(max));
for (t=T-1; t>0; t--){
max = backpointer[max][t];tags.add(hm_model.getLabel(max));
}
Collections.reverse(tags);return new TagList(tags);
}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
12
max = max(viterbi, t, END_STATE, null, N);
private TagList getTags(int[][] backpointer, int max, final int N, final int T){
List<String> tags = new ArrayList<>();int t;
tags.add(hm_model.getLabel(max));
for (t=T-1; t>0; t--){
max = backpointer[max][t];tags.add(hm_model.getLabel(max));
}
Collections.reverse(tags);return new TagList(tags);
}
Emory University Logo Guidelines
#P�KPUVKVWVKQP�CU�NCTIG�CPF�XCTKGF�CU�'OQT[�TGSWKTGU�C�EQPUKUVGPV�XKUWCN�KFGPVKV[�VJCV�WPKƂGU�KVU�XCTKQWU�CHƂNKCVGU��'OQT[oU�EWTTGPV�UVCPFCTFU��YJKEJ�JCXG�DGGP�KP�WUG�UKPEG�������TGKPHQTEG�VJG�WPKSWG�EJCTCEVGT�CPF�SWCNKV[�QH�GCEJ�CECFGOKE�CPF�CFOKPKUVTCVKXG�WPKV��YJKNG�UKOWNVCPGQWUN[�OCMKPI�KV�ENGCT�VJCV�'OQT[�UVCPFU�DGJKPF�GCEJ�QH�VJGO� +P�CFFKVKQP�VQ�VJG�OCKP�7PKXGTUKV[�ITCRJKE�KFGPVKƂGTU��OQUV�UEJQQNU�CPF�OCLQT�WPKVU�JCXG�VJGKT�QYP�EQORNGOGPVCT[�UGV�QH�KFGPVKV[�ITCRJKEU�HQT�RTKPV�CPF�YGD��YJKEJ�YGTG�FGXGNQRGF�KP�ECTGHWN�EQPUWNVC-VKQP�YKVJ�FGCPU�CPF�WPKV�JGCFU��&QYPNQCFCDNG�NQIQU�CPF�YQTFOCTMU�HQT�'OQT[�7PKXGTUKV[��VJG�UEJQQNU��CPF�OCLQT�WPKVU�ECP�DG�HQWPF�QP�VJG�YGD�CV�JVVR���KFGPVKV[�GOQT[�GFW��RTKPV�ITCRJKE�UVCPFCTFU��CPF�JVVR���YGDIWKFG�GOQT[�GFW��YGD�ITCRJKE�UVCPFCTFU���6JG�'/14;�YQTFOCTM�KU�C�HGFGTCNN[�TGIKUVGTGF�VTCFGOCTM��#�UCPEVKQPGF�KFGPVKƂGT�QH�VJG�7PKXGTUKV[tC�UEJQQN�QT�OCLQT�WPKV�NQIQ�VJCV�KPENWFGU�VJG�UJKGNF�U[ODQN�CPF�VJG�YQTFOCTM�'/14;tUJQWNF�CRRGCT�QP�GCEJ�RWDNKECVKQP��+H�[QW�YKUJ�VQ�JCXG�CP�KFGPVKƂGT�WPKV�UKIPCVWTG��ETGCVGF�URGEKƂECNN[�HQT�[QWT�RTQITCO�QT�FGRCTVOGPV��RNGCUG�EQPVCEV�VJG�1HƂEG�QH�$TCPF�/CPCIGOGPV�CV��������������QT�UVCPKU�MQFOCP"GOQT[�GFW��
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'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
12
max = max(viterbi, t, END_STATE, null, N);
private TagList getTags(int[][] backpointer, int max, final int N, final int T){
List<String> tags = new ArrayList<>();int t;
tags.add(hm_model.getLabel(max));
for (t=T-1; t>0; t--){
max = backpointer[max][t];tags.add(hm_model.getLabel(max));
}
Collections.reverse(tags);return new TagList(tags);
}
Emory University Logo Guidelines
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6JG�V[RGHCEG�)QWF[�KU�TGUGTXGF�HQT�VJG�'OQT[�VTCFGOCTMU�CPF�PGXGT�UJQWNF�DG�WUGF�KP�VGZV�QT�FKURNC[�EQR[��;QW�PGXGT�UJQWNF�CVVGORV�VQ�TGPFGT�VJG�'OQT[�NQIQ�D[�V[RKPI�VJG�NGVVGTU�KP�C�YQTF�RTQEGUUKPI�QT�RCIG�NC[QWV�RTQITCO��0QPG�QH�VJG�NQIQU�KU�C�V[RGF�YQTF�DWV�TCVJGT�KU�URGEKƂECNN[�FGUKIPGF�XGEVQT�CTV�
'OQT[�VKGT�QPG�NQIQU�UJQWNF�TGRTQFWEG�QPN[�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG��6JG�UJKGNF�JGKIJV�UJQWNF�TGRTQFWEG�CV����q�QT�NCTIGT���#�IGPGTCN�TWNG�HQT�URCEKPI�CTQWPF�CP�'OQT[�NQIQ�KU�VQ�KPVGITCVG�CP�QDXKQWU�XKUWCN�UGRCTCVKQPtPQ�FGUKIP�GNGOGPV�QT�VGZV�UJQWNF�DG�PGUVGF�YKVJ�'OQT[�NQIQU�
'OQT[oU�RTKOCT[�EQNQTU�CTG�'OQT[�DNWG�2/5������CPF�[GNNQY�2/5�������'OQT[�7PKXGTUKV[�YQTFOCTMU� ECP�DG�TGRTQFWEGF�KP�'OQT[�DNWG�2/5�������DNCEM��QT�YJKVG�QP�CP�'OQT[�DNWG�QT�FCTM�DCEMITQWPF��
YYY�KFGPVKV[�GOQT[�GFWJVVR���YGDIWKFG�GOQT[�GFW
3/8” minimun reproductionheight of shield
Keep a space around the logo equal to the height and width of the “M” in Emory
PMS 280 PMS 131 PMS 130 coated uncoated
Web colors are: Emory blue 002878 gold (dark) d28e00 gold (light) d2b000
Termination
12
max = max(viterbi, t, END_STATE, null, N);
private TagList getTags(int[][] backpointer, int max, final int N, final int T){
List<String> tags = new ArrayList<>();int t;
tags.add(hm_model.getLabel(max));
for (t=T-1; t>0; t--){
max = backpointer[max][t];tags.add(hm_model.getLabel(max));
}
Collections.reverse(tags);return new TagList(tags);
}