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a189a160a194a199a190a191a185a199a190a150a181a142a194a177a189a37a219
a73a139a219a170a46a44a186a6a198a142a186a43a190a191a186a146a190a150a179a70a186
a175
a182a91a186a16a189a106a190a191a186a6a189a160a192a6a186a16a182a122a204a205a187a191a194a177a195a168a141a45a224a27a179a160a185a132a196a177a186a94a190a150a179a70a186a16a195
a185a177a189a70a189a70a194a177a190a191a185a222a190a191a186a16a206a89a224a70a185a177a189a160a206a18a185a177a206a70a206a65a190a150a179a160a186a6a195a55a190a191a194a40a169a24a219
a22a160a219a180a230a40a186a6a184a83a186a16a185a222a190a49a204a205a187a191a194a177a195a49a37a70a219
a85a232a189a21a194a106a210a70a187a14a186a43a229a139a184a83a186a6a187a191a181a197a195a171a186a6a189a100a190a13a182a6a224a222a190a191a179a70a186a180a181a197a189a160a181a145a190a191a181a142a185a177a198a70a192a43a194a177a187a191a184a70a210a160a182a50a141a218a190a150a179a160a185a199a190a48a201a143a186
a210a160a182a150a186a16a206a214a192a6a194a177a189a160a182a150a181a183a182a202a190a191a186a16a206a171a194a199a204a37a182a150a186a16a192a43a190a150a181a142a194a177a189a160a182a176a18a65a44a132a203a130a18a21a22a27a194a199a204a73a190a191a179a70a186a64a60 a185a199a198a142a198a83a220a100a190a191a187a150a186a16a186a43a190
a38a106a194a177a210a70a187a191a189a160a185a177a198a47a178a47a187a150a186a16a186a6a200a160a185a177a189a70a211a29a252a89a25a226a185a177a187a191a192a6a210a160a182a221a186a6a190a27a185a177a198a124a219a142a224a84a18a21a20a24a20a23a37a106a254a43a224a38a201a49a179a70a181a183a192a13a179a226a181a183a182
a185a177a198a142a182a150a194a146a190a150a179a70a186a4a190a191a187a191a185a177a181a197a189a160a181a197a189a70a208a245a182a150a186a43a190a63a210a38a182a91a186a110a206a98a200a213a225a227a230a40a185a199a195a214a182a150a179a160a185a132a201a177a48a178a25a226a185a199a187a150a203
a192a6a210a160a182a214a252a43a18a33a20a24a20a24a20a100a254a129a219a171a178a180a179a70a186a214a181a142a189a70a181a145a190a191a181a142a185a177a198a50a167a27a182a150a186a6a189a100a190a191a186a6a189a160a192a6a186a16a182a27a201a143a186a16a187a150a186a45a190a191a179a70a186a171a247a160a187a13a182a202a190
a18a33a69a24a69a65a182a150a186a6a189a100a190a191a186a6a189a160a192a6a186a16a182a44a194a199a204a11a190a191a179a70a186a34a190a191a187a191a185a177a181a197a189a160a181a197a189a70a208a228a192a43a194a106a187a150a184a70a210a38a182a6a224a89a185a199a189a38a206
a175a12a179
a44a125a69
a182a150a186a6a189a100a190a150a186a16a189a160a192a43a186a110a182a45a201a143a186a16a187a150a186a228a184a70a181a183a192a13a211a177a186a16a206a98a185a222a190a171a186a16a185a106a192a13a179a223a181a197a190a150a186a6a187a13a185a222a190a191a181a197a194a106a189a37a219a98a220a213a186a6a190a191a182a45a194a199a204
a44a24a69a98a182a150a186a6a189a100a190a150a186a16a189a160a192a43a186a110a182a228a201a143a186a16a187a150a186 a182a91a186a16a198a197a186a110a192a129a190a191a186a16a206a218a200a83a186a16a192a16a185a199a210a160a182a150a186a146a181a145a190a18a190a191a185a177a211a177a186a110a182a228a185a177a184a139a203
a184a70a187a191a194a132a229a139a181a197a195a214a185a199a190a150a186a6a198a142a225a101a18a33a44a222a203a129a37a23a69a94a195a171a181a142a189a213a210a139a190a150a186a110a182a171a204a205a194a177a187a214a179a213a210a70a195a214a185a199a189a38a182a45a190a150a194a29a185a199a189a70a189a160a194a199a203
a190a13a185a222a190a150a186a44a190a150a179a160a186a6a195a18a224a70a185a24a187a191a186a16a185a106a182a91a194a106a189a160a185a199a200a70a198a142a186a221a185a177a195a45a194a106a210a70a189a100a190a102a194a177a204a35a201a102a194a177a187a191a211a45a185a177a189a160a206a214a190a191a181a197a195a171a186
a204a205a194a106a187a221a190a191a179a70a186a45a185a177a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a221a190a150a194a122a182a150a184a83a186a6a189a160a206a94a200a38a186a6a204a205a194a177a187a191a186a24a190a191a185a177a211a213a181a197a189a70a208a228a185a63a200a70a187a191a186a16a185a177a211
a201a49a179a70a181a142a198a142a186a63a190a150a179a160a186a65a195a214a185a177a192a13a179a70a181a142a189a70a186a65a182a150a186a6a198a142a186a16a192a43a190a191a182a24a190a150a179a70a186a122a189a70a186a43a229a213a190a45a182a150a186a43a190a110a219a226a178a180a179a70a186a65a184a38a185a222a203
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a190a191a194a228a208a106a181a197a196a106a186a21a210a38a182a167a187a150a186a110a185a177a182a150a194a177a189a160a185a177a200a70a198a197a186a34a198a142a185a177a200a38a186a16a198a197a198a142a181a197a189a160a208a228a196a222a185a177a187a150a181a183a185a222a190a191a181a197a194a106a189a94a194a222a196a177a186a16a187a221a190a191a179a70a186
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a184a70a179a38a185a177a182a150a186a44a190a191a194a171a190a191a185a177a211a177a186a52a185a45a198a197a194a106a189a70a208a45a190a150a181a142a195a45a186a106a219
a178a35a194a4a206a139a181a142a196a213a181a142a206a70a186a171a190a150a179a70a186a63a192a6a194a177a187a191a184a70a210a160a182a27a181a197a189a100a190a191a194a122a190a191a179a70a186a63a206a139a181a6a2a83a186a16a187a150a186a16a189a100a190a34a182a91a210a70a200a38a182a91a186a6a190a191a182
a181a142a189a122a220a100a190a191a186a6a184a103a37a160a224a106a201a102a186a49a190a150a187a191a181a142a186a16a206a171a210a160a182a150a181a197a189a160a208a52a190a202a201a143a194a21a185a199a184a70a184a70a187a191a194a106a185a106a192a13a179a70a186a16a182a16a212a37a200a160a185a177a208a177a208a106a181a197a189a70a208
a185a177a189a160a206a228a189a139a203a124a204a205a194a106a198a142a206a122a184a160a185a177a187a91a190a191a181a145a190a191a181a197a194a106a189a70a181a197a189a160a208a160a219a50a85a232a189a18a200a160a185a199a208a106a208a177a181a142a189a70a208a160a224a213a201a102a186a167a187a191a185a177a189a160a206a139a194a177a195a171a198a142a225
Sequential Learning
Active Learning (Vote Entropy Model)
Performance (F-Measure)
Size of Training Set (words)
Relative Training Size for Same Performance
Sequential Training
Active Learning
Active Learning(F-complement model)
83
84
85
86
87
88
89
90
91
0 5000 10000 15000 20000 25000 30000 35000 40000 45000 50000
a0a26a181a197a208a106a210a70a187a191a186a135a18a177a212a47a242a14a186a16a187a91a204a205a194a106a187a150a195a214a185a177a189a160a192a43a186a102a196a139a182a6a219a26a190a150a187a13a185a199a181a142a189a70a181a142a189a70a208a52a182a91a186a6a190a143a182a150a181a6a41a16a186a177a212a47a185a106a192a129a190a191a181a197a196a106a186a49a198a197a186a110a185a199a187a191a189a70a181a197a189a160a208a167a185a177a189a160a206a214a182a150a186
a1
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a187a191a181a145a190a191a179a70a195a214a182a63a190a191a179a160a185a222a190a65a210a38a182a91a186a94a190a150a179a70a186
a1
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a136a94a189
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a136
a181a183a182a180 a212
a173
a179 a190
a18
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a252a70a195a94a196
a136
a254
a191
a198a197a194a106a208
a194
a252a70a195a94a196
a136
a254
a191
a201a49a179a70a186a16a187a150a186
a191
a179
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a194
a252a70a195a94a196
a136
a254
a179
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a136
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a1
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Active Learning (Expert Annotation)
Rule Writing (Non-expert)
Performance (F-Measure)
Human Labor (Minutes)
Sequential Training (Expert Annotation)
Active Learning (Non-expert Annotation)
80
82
84
86
88
90
0 50 100 150 200 250 300 350 400
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Hand-Coded Rules (non-expert)
Trained on
Annotation
(non-expert)
Trained on Annotation (expert)
Performance (F-Measure)
Human Labor (Minutes)
70
75
80
85
90
0 50 100 150 200 250 300 350 400
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a1
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a208a106a194a177a198a183a206a246a182a91a190a191a185a177a189a160a206a70a185a199a187a13a206a217a252a205a190a150a179a70a186a245a178a47a187a191a186a6a186a6a200a38a185a199a189a70a211a87a181a142a189a77a190a191a179a70a181a183a182a226a192a6a185a106a182a91a186a132a254a129a219a193a178a35a194
a182a91a190a150a210a160a206a70a225a55a190a150a179a160a181a142a182a68a204a127a185a106a192a129a190a191a194a177a187a110a224a94a185a222a190a68a190a150a179a160a186a188a186a6a189a160a206a209a194a199a204a141a190a150a179a70a186a16a181a197a187a218a185a106a192a129a190a191a181a197a196a106a186a43a203
a198a142a186a16a185a177a187a150a189a70a181a142a189a70a208a75a186a43a229a139a184a83a186a6a187a191a181a197a195a171a186a16a189a106a190a13a182a29a185a199a189a70a189a160a194a199a190a191a185a199a190a150a194a106a187a191a182a146a201a102a186a6a187a191a186a68a185a106a182a91a211a106a186a16a206a207a190a150a194
a185a177a189a70a189a70a194a199a190a13a185a222a190a191a186a228a185a94a204a205a210a70a187a150a190a150a179a70a186a16a187a188a18a33a69a24a69a141a182a91a186a16a189a106a190a191a186a6a189a160a192a6a186a16a182a21a204a205a187a191a194a177a195 a190a150a179a160a186a18a182a191a185a199a195a171a186
a190a191a186a16a182a91a190a48a206a160a185a222a190a191a185a44a210a160a182a150a186a16a206a24a190a150a194a27a186a6a196a222a185a199a198a142a210a160a185a222a190a191a186a78a190a191a179a70a186a180a198a197a186a110a185a199a187a191a189a70a181a142a189a70a208a44a185a177a198a197a208a106a194a177a187a191a181a145a190a191a179a70a195a214a182a6a219
a178a180a179a70a186a16a181a197a187a56a0a35a203a253a195a171a186a16a185a106a182a91a210a70a187a191a186a214a184a83a186a6a187a150a204a205a194a177a187a191a195a171a185a177a189a160a192a43a186a214a194a106a189a146a190a150a179a70a181a183a182a34a206a70a185a199a190a191a185a160a224a26a185a106a182a52a181a145a204
a190a191a179a70a186a6a225a167a201a102a186a6a187a191a186a143a185a40a192a6a194a177a195a171a184a38a186a6a190a150a181a142a189a70a208a44a185a177a189a70a189a70a194a177a190a191a185a222a190a191a181a197a194a106a189a34a182a150a225a213a182a91a190a150a186a16a195a18a224a110a181a183a182a47a208a177a181a142a196a177a186a6a189
a181a142a189a246a178a26a185a199a200a70a198a142a186a166a31a70a219a215a178a180a179a70a186a110a182a91a186a141a195a45a186a110a185a177a182a150a210a70a187a191a186a16a182a63a194a177a204a34a185a199a208a106a187a150a186a16a186a6a195a171a186a6a189a100a190a65a201a49a181a197a190a150a179
a190a191a179a70a186a44a208a106a194a177a198a183a206a63a182a91a190a191a185a199a189a38a206a70a185a199a187a13a206a214a186a3a2a73a186a16a192a43a190a150a181a142a196a177a186a16a198a197a225a214a192a43a194a106a189a160a182a91a190a150a181a197a190a150a210a139a190a191a186a16a182a180a185a199a189a63a210a160a184a70a184a38a186a16a187
a200a83a194a177a210a70a189a38a206a4a194a177a189a4a190a191a179a70a186a34a184a83a186a6a187a150a204a205a194a177a187a191a195a214a185a199a189a160a192a6a186a24a194a199a204a78a185a177a189a213a225a228a182a150a225a139a182a202a190a191a186a6a195a209a190a150a187a13a185a199a181a142a189a70a186a16a206
a194a106a189a65a190a191a179a70a186a6a181a142a187a221a206a70a185a199a190a191a185a70a219
a0a47a203a132a25a4a186a16a185a106a182a91a210a160a187a150a186a52a242a14a186a6a187a150a204a205a194a177a187a191a195a214a185a199a189a160a192a6a186a221a194a106a189
a18a33a69a24a69a21a179a70a186a6a198a183a206a213a203a253a194a177a210a139a190a40a182a150a186a6a189a100a190a150a186a16a189a160a192a43a186a110a182
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a135a18 a20a23a31a139a219a20a23a31
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a163a31 a20a23a31a139a219a144a44a94a76
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a64a37 a20a155a18a177a219a144a31a23a73
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a176a76 a20a24a69a70a219a144a31a125a69
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a163a44 a22a24a22a70a219a233a18a65a73
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a64a134 a22a24a134a70a219a233a18a4a76
a5 a189a70a189a70a194a177a190a191a185a222a190a191a194a177a187a207a73 a22a24a37a70a219a22a24a134
a178a26a185a199a200a70a198a142a186a163a31a139a212 a5 a189a70a189a160a194a199a190a191a185a199a190a150a181a142a194a177a189a214a242a14a186a6a187a150a204a205a194a177a187a191a195a214a185a199a189a160a192a6a186a180a194a177a189a47a18a21a69a23a69a27a178a47a186a16a182a91a190a102a220a213a186a6a190
a220a213a186a16a189a106a190a191a186a6a189a160a192a6a186a16a182
a178a180a179a100a210a38a182a40a190a191a194a214a204a205a210a70a187a150a190a150a179a70a186a16a187a44a184a70a210a70a190a27a185a199a189a160a189a70a194a199a190a13a185a222a190a150a181a142a194a177a189a70a203a124a190a191a187a191a185a177a181a197a189a70a186a110a206a18a182a91a225a139a182a91a190a150a186a6a195
a184a83a186a6a187a150a204a205a194a177a187a191a195a171a185a177a189a160a192a43a186a94a181a197a189a218a184a83a186a6a187a13a182a150a184a38a186a110a192a129a190a150a181a142a196a177a186a106a224a64a0a26a181a197a208a106a210a70a187a150a186a45a44a29a182a150a179a70a194a222a201a40a182a214a190a191a179a70a186
a184a83a186a6a187a150a204a205a194a177a187a191a195a171a185a177a189a160a192a43a186 a194a177a204a21a181a142a189a160a206a139a181a142a196a100a181a183a206a139a210a160a185a177a198a52a190a150a187a13a185a199a181a142a189a70a186a110a206a246a182a150a225a139a182a202a190a191a186a6a195a214a182a18a187a150a186a16a198a142a185a199a203
a190a150a181a142a196a177a186a226a190a150a194 a190a150a179a160a186a94a179a70a181a142a208a177a179a70a186a110a182a202a190a65a185a106a192a13a179a70a181a142a186a6a196a177a186a110a206a227a184a38a186a16a187a91a204a205a194a106a187a150a195a214a185a199a189a38a192a43a186a4a194a199a204a167a190a191a179a70a186
a185a199a189a160a189a70a194a199a190a13a185a222a190a150a194a106a187a167a194a177a189 a201a49a179a70a181a183a192a13a179a94a190a191a179a160a185a222a190a34a182a150a225a139a182a202a190a191a186a6a195a23a201a180a185a177a182a44a190a191a187a191a185a177a181a197a189a70a186a110a206a89a219a40a85a232a189
a186a16a185a106a192a13a179a146a192a16a185a177a182a150a186a177a224a89a190a191a179a70a186a214a187a13a185a222a190a150a181a142a194a18a181a142a182a52a192a6a198a197a194a100a182a91a186a45a190a191a194a145a18a177a224a37a181a142a189a160a206a139a181a183a192a6a185a199a190a150a181a142a189a70a208a18a190a150a179a160a185a199a190
a190a150a179a160a186a44a195a214a185a177a192a13a179a160a181a197a189a70a186a44a198a197a186a110a185a199a187a191a189a70a181a142a189a70a208a24a195a171a194a139a206a139a186a6a198a73a185a177a192a13a179a70a181a142a186a6a196a106a186a16a182a78a184a38a186a16a187a91a204a205a194a106a187a150a195a214a185a199a189a38a192a43a186
a192a43a198a142a194a106a182a150a186a21a190a150a194a228a190a150a179a160a185a199a190a24a194a199a204a143a190a150a179a70a186a63a185a177a189a70a189a70a194a199a190a13a185a222a190a191a194a177a187a27a201a49a179a70a194a106a182a150a186a214a206a70a185a222a190a13a185a122a181a197a190a52a201a102a185a106a182
a190a150a187a13a185a199a181a142a189a70a186a110a206a65a194a106a189a37a219
System 6
System 5
System 4
System 3
System 1System 2
Human Annotator’s Performance (relative to Treebank)
Learned System Performance as percentage of
Human Labor (Minutes)
89
90
91
92
93
94
95
96
97
98
99
100
0 50 100 150 200 250
a0a26a181a197a208a106a210a70a187a191a186a12a44a139a212a98a242a14a186a6a187a150a204a205a194a177a187a191a195a171a185a177a189a160a192a43a186a94a194a199a204a21a230a40a185a177a195a214a182a91a179a160a185a132a201a146a48 a25a94a185a199a187a13a192a43a210a160a182a21a16
a182a150a225a213a182a91a190a150a186a16a195a209a190a150a187a13a185a199a181a142a189a70a186a16a206a4a194a106a189a94a185a199a189a160a189a70a194a199a190a13a185a222a190a150a181a142a194a177a189a38a182a221a200a213a225 a5 a189a70a189a160a194a199a190a191a185a199a190a150a194a106a187a251a224a73a185a106a182
a185a227a184a38a186a16a187a191a192a6a186a6a189a100a190a191a185a177a208a177a186a146a194a199a204a45a190a150a179a160a185a199a190a226a184a38a186a16a187a191a182a150a194a177a189a36a16a182a228a194a222a201a49a189a81a184a38a186a16a187a91a204a205a194a106a187a150a195a214a185a199a189a38a192a43a186
a195a171a186a16a185a106a182a91a210a70a187a191a186a16a206a167a185a177a208a106a185a199a181a142a189a160a182a91a190a89a190a150a179a70a186a102a178a35a187a191a186a6a186a16a200a160a185a199a189a160a211a21a252a127a185a177a189a52a186a3a2a73a186a16a192a43a190a150a181a142a196a177a186a11a210a70a184a160a184a38a186a16a187
a200a83a194a177a210a70a189a160a206a38a254a129a219
a21 a13a141a95a78a97a106a176a23a22a57a95a49a90a40a72a87a18a91a97a143a80a13a95a11a67 a13a141a67a70a95a143a97a100a97a25a24a26a22a57a95a49a90a40a69a30a18
a79a24a72a37a69a14a67a236 a79a236 a76a49a13a141a95a174a82 a4 a69a14a67a160a79a91a97a100a95 a236
a178a47a187a191a185a106a206a139a181a145a190a191a181a197a194a106a189a160a185a199a198a142a198a142a225a177a224a180a186a6a196a222a185a199a198a142a210a160a185a199a190a150a181a142a194a177a189a87a195a171a194a139a206a139a186a6a198a183a182a63a181a142a189a68a190a150a179a70a186a141a195a214a185a177a192a13a179a70a181a142a189a70a186
a198a142a186a16a185a199a187a191a189a70a181a142a189a70a208 a198a197a181a197a190a150a186a16a187a191a185a199a190a150a210a70a187a191a186a18a195a171a186a16a185a177a182a150a210a70a187a191a186a18a184a38a186a16a187a91a204a205a194a106a187a150a195a214a185a199a189a38a192a43a186a228a187a150a186a16a198a142a185a199a190a150a181a142a196a177a186
a190a150a194a31a196a222a185a177a187a150a181a183a185a199a200a70a198a142a186
a1
a210a160a185a199a189a100a190a150a181a197a190a150a181a142a186a16a182a68a194a177a204a141a190a191a187a191a185a177a181a197a189a160a181a197a189a70a208a55a206a160a185a222a190a191a185a160a219 a178a180a179a70a181a183a182
a195a171a186a16a185a106a182a91a210a70a187a191a186a167a181a142a182a40a181a197a189a160a185a177a184a70a184a70a187a191a194a177a184a70a181a183a185a222a190a191a186a177a224a70a179a160a194a222a201a143a186a16a196a177a186a6a187a110a224a100a204a205a194a177a187a221a192a6a194a177a189a100a190a150a187a13a185a177a182a91a190a150a181a142a189a70a208
a206a70a185a199a190a191a185a222a203a148a190a150a187a13a185a199a181a142a189a70a186a110a206a29a201a49a181a145a190a191a179a98a187a191a210a70a198a142a186a43a203a253a201a49a187a150a181a197a190a150a181a142a189a70a208a146a185a199a184a70a184a70a187a191a194a106a185a106a192a13a179a70a186a16a182a34a201a49a179a70a186a6a187a191a186
a190a150a181a142a195a171a186a98a185a177a189a160a206a75a198a142a185a177a200a38a194a106a187a94a192a43a194a100a182a202a190a146a185a199a187a191a186a29a190a150a179a70a186a223a184a70a187a150a181a142a195a214a185a199a187a191a225a77a196a222a185a199a187a191a181a183a185a199a200a70a198a142a186a16a182a16a219
a255a40a186a16a187a150a186a221a201a143a186a44a184a70a187a150a186a110a182a91a186a16a189a100a190a143a192a43a194a100a182a202a190a78a195a171a194a139a206a139a186a16a198a142a182a102a185a199a198a142a198a197a194a222a201a49a181a142a189a70a208a52a190a191a179a70a186a16a182a150a186a221a206a139a181a6a2a73a186a6a187a150a203
a186a6a189a100a190a171a185a199a184a70a184a70a187a191a194a106a185a106a192a13a179a70a186a16a182a52a190a150a194a226a200a83a186a228a192a6a194a177a195a171a184a160a185a177a187a150a186a110a206a146a206a70a181a197a187a191a186a16a192a43a190a150a198a142a225 a185a177a189a160a206a29a194a106a200a139a203
a54a202a186a16a192a43a190a150a181a142a196a177a186a16a198a197a225a106a219
a29a143a186a16a198a197a194a222a201a98a185a199a187a191a186a143a190a202a201a102a194a27a201a102a185a132a225a139a182a47a190a150a194a167a186a6a196a222a185a177a198a197a210a160a185a199a190a150a186a102a190a150a179a160a186a49a187a150a186a16a198a142a185a199a190a150a181a142a196a177a186a180a192a43a194a106a182a91a190
a194a177a204a27a185a141a198a197a186a110a185a199a187a191a189a70a181a197a189a160a208a141a185a199a198a142a208a177a194a106a187a150a181a197a190a150a179a160a195a228a219a98a178a180a179a70a186a65a247a38a187a191a182a91a190a214a195a45a186a110a185a177a182a150a210a70a187a191a186a122a192a43a194a106a189a139a203
a190a191a187a191a185a106a182a202a190a13a182a47a184a83a186a6a187a150a204a205a194a177a187a191a195a214a185a199a189a160a192a6a186a143a187a191a186a6a198a183a185a222a190a191a181a197a196a106a186a78a190a191a194a52a185a27a192a6a194a177a195a171a195a171a194a177a189a45a182a202a190a13a185a199a189a160a206a70a185a177a187a191a206
a194a177a204a45a181a142a189a213a196a177a186a16a182a91a190a150a186a110a206a77a179a213a210a70a195a214a185a177a189a246a198a183a185a199a200a83a194a177a187a110a219a46a178a180a179a70a186a29a182a91a186a110a192a43a194a177a189a38a206a77a195a171a186a16a185a106a182a91a210a160a187a150a186
a192a6a194a177a189a160a182a150a181a142a206a70a186a6a187a13a182a27a185a65a204a205a210a70a198a142a198a197a186a16a187a52a187a191a185a177a189a70a208a177a186a21a194a199a204a102a184a38a194a177a190a150a186a6a189a100a190a191a181a142a185a177a198a11a206a139a186a6a196a106a186a6a198a142a194a177a184a70a195a171a186a6a189a100a190
a192a6a194a106a182a91a190a191a182a180a181a142a189a18a185a45a195a171a194a177a189a160a186a43a190a191a185a177a187a150a225a100a203a253a200a160a185a177a182a150a186a16a206a122a192a43a194a106a195a45a195a171a194a106a189a228a206a139a186a16a189a70a194a177a195a171a181a142a189a160a185a222a190a191a194a177a187a110a219
a27a36a87a89a88 a8a75a93a89a160a113a107a176a168a29a28a56a110a96a156a21a107a35a157a30a14a56a95a108a156a4a104
a0a160a194a177a187a228a190a150a179a70a186 a184a70a210a160a187a150a184a83a194a106a182a150a186a16a182a122a194a199a204a24a190a191a179a70a186a29a185a199a200a83a194a222a196a177a186a141a186a43a229a139a184a38a186a16a187a150a181a142a195a171a186a6a189a100a190a191a182a16a224a27a201a143a186
a179a160a185a132a196a106a186a55a192a13a179a70a194a106a182a150a186a6a189a239a190a150a194a177a190a191a185a177a198a223a179a213a210a70a195a214a185a199a189 a186a3a2a73a194a177a187a150a190a216a252a205a181a142a189a57a190a191a181a197a195a171a186a110a254a207a185a177a182
a190a191a179a70a186a246a196a222a185a177a187a150a181a183a185a199a200a70a198a142a186a218a187a191a186a16a182a150a194a177a210a70a187a13a192a43a186a106a224a65a201a49a179a70a181a183a192a13a179a216a182a150a210a160a192a6a192a6a186a16a182a191a182a202a204a205a210a160a198a197a198a142a225a62a195a171a185a177a184a160a182
a195a214a185a177a192a13a179a160a181a197a189a70a186a6a203a148a198a142a186a16a185a177a187a150a189a160a181a197a189a70a208a207a185a177a189a160a206a55a187a191a210a70a198a142a186a43a203a253a200a160a185a177a182a150a186a16a206a62a198a142a186a16a185a177a187a150a189a160a181a197a189a70a208a217a194a177a189a216a185
a192a6a194a177a195a171a195a171a194a177a189a63a195a171a186a16a185a106a182a91a210a160a187a150a186a40a194a177a204a89a190a150a187a13a185a199a181a142a189a70a181a142a189a70a208a24a187a191a186a16a182a150a194a177a210a70a187a13a192a43a186a40a181a142a189a213a196a177a186a110a182a202a190a191a195a45a186a16a189a100a190a16a219
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