`ma"ob`masp3 #bjbb-ja-ae =gggggggggggggggggggggggggg= = = = 333333333333333333333333 = = ^1$3i[7"x^)ju = = #aa-acgajbh-jjjijc-ja = = 333333333333333333333333 = = #bjbb c* = = o>`o v3,] d]$ = = e1em7;o *`m ^g,? = = = =77777777777777777777777777= *`m;rao5. ,=l7j) `ma"ob`masp3 ----------------------------#j-a .n;&eg `ma"ob`masp3.7 `mrj `ma"ob`masp3`v ;n`\j3 *`m+7:a `/>an ,i"< ,8#bjbb c* o>`o v3,] d]$ e1 em7;o *`m ^g,?0'n `v3j3 *`m ^u`u,s"! .a,]j<: .n;&jbcoi4 7 lsb `o$3"1 #bjbb c* #ep1 #afo1--#bjbb c* #abp1 #aeo1 #bjbb c* #abp1 #afo1 *`m;rao5."1 ,=l7j)8'`u": irja`+,0 *`m `o`v3"1 `u":irja`+ l3jaj:b":ai3" 8'.m,0 d!"ohu *`m;rao5."1 ,=l7j) `=i=*`mp3"1 ^a.qju y #ab e] ^u.u*`mp3"1 j=,[7j/ y #af e] ^u.up3"1 `p3z.r y #eh e] #j-a .n;&eg #a ----------------------------#j-b "8`maeg +>a01 #bjbb c* o>`o v3,] d]$ e1em7;o *`m ^g,? ^( lsbz io.oht )s.`o e1em7;o0'"! `m;maj<:/i4 o>`o e1em7;ocz ,n eg.7["u `m,]iy3 i5jv"! #a`)["u j<: #ae e3 `)w o>`o"u `m,]iys o/i4 `r^\ o>`ocz ,o$3w j["[5n ,i"< o1l7,r7jv1`v `v3"*iy3 l`)! `o,&j3i4 `v3"* q`= .oc[7 d]$cz j3`mas o1^3 l7,oan ^mjbjcz o>`o j["[5! `o`/$ du;7.?["u d]$jcz _s! ex.?n igi4 ^( lsbz i3`/.?["u `=.]! ,mjr7j<:/i4 ;s',.r" o1l7,r7jv1w ,n^m .m.n"! du`v1jcz o>`o"! #ae e3 `)! ,r7,]j3i4 ,r7,]z `masjan irj3 .o,oao o/cz f["7jvv q`= .oc[7 d]$ `uiujv"! mrj<: 8'#a,0 .<% ;<7.a8'0cr1tive writ+,0" 8'#b,0 jra,o5s `o^3 ;<7.a8'0key^w-bas$ writ+,0" 8'#c,0 `["o5 `o^3 ;<7.a8'0photo-bas$ writ+,0! hraj<:/i4 o1l7,r7jv1w ,n^m .m.n ,).]z j3`mas ja,[b. je:" o1^3 l7,oaz `s5,raj1 ,m o/cz ^ra`vl.).? .o,oa^ui ,m+7j1 ,m o/cz ljy.? h=c:5oc i7*j3 l,o1n $,$bi4 %;mw `z`scz $,tn ,)jr7jcz eg.7oc jmjr7jcz eg.7oe:" $a$a o>`ow ;s' ^),.r eg.7`v ,n ^),.r eg.7n ir[7j3i4 ,n',.r" i5jv d].]`v q`= .oc[7 /^o d]$"! ,mjr7j3i4 i5jv jci7 #eqw d].].$ im $,t .m7 o>`ow j["[5n ekcz $,t`v `["s0.o <30z a#j-b `maeg +>a #c $,t! `m^\j<: ,)hraj3i4 d].]. $3w w`*o ^&jb;ojcz d].] eoh=`v l"/cz `[ ^o%1o erm ck`ocz l7,oa ;m"( `v.nw eg.nv .]ib["u jv1+7iy3i4 q`= .oc[7 /^o d]$ `\`v" j3`mas q`= .oc[7 euj] 0,,kr-,,b]t8'#di0p,0v 0,,klue-,ro,,b]t,'a-,base8'#eb 0p,0z l7,oa ;m"(! erm s":pjr/i4 ^( lsbz o>`o e1em7;o"! `m;ma"2^*jv3j<: q`= .oc[7 l7,oa ;m"( d]$"! ,mjr7j<:/i4 ,iuj3" j3`mas q`= .oc[7o l7,oa ;m"(n ;mr>aj1 ,m o/icz .s5! ^1ajo5["u,,s" `m;maiy3 o>`o ----------------------------#j-c e1em7;o"! jv1+7j<: q`= .oc[7w .<*s ojr ,m.g! j3 ;[7 is j>7l7,ofo1 ,m o/! _s["u `oirj3i4 .m+s"1 q`= .oc[7 )sc[7":ad]$" o>`o v3,]" .<*s ojr" l7,oa ;m"( d].] ----------------------------#j-d `<,ab/ract`> #bjbb ,rese>* & ,analysis ( ,/ory ,cloze ,task & ,evalua;n ,? project 9ve/igates ,,ai commons5se r1son+ by build+ l>ge-scale ,kor1n ,/ory ,cloze datasets "4 ,,ksc 3si/s ( ! ?ree-s5t;e /ory corpus & "plausible s5t;e pairs4 ,! 5tire ,,ksc 3ta9s #aej1agf 9/.es "<#dej1ebi s5t;es"> ( annotat$ /ories ) a focus on ! evalua;n ( ,,ai commons5se r1son+4 ,9 addi;n to ,,ksc1 we cr1t$ #aej1bge pairs ( "plausible hypo!sis "<#cjj1eej s5t;es"> ) ! total #gea1cge human annota;ns "4 ,specifically1 ! commons5se r1son+ requires ! abil;y to 9f] ! casual & #j-d ,ab/ract #e temporal rela;n%ips ( s5t;es t describes an daily ev5t s* z cook+ & bak+4 ,to 3/ruct ,,ksc datasets1 we p]=m$ ?ree human annota;n tasks4 ,f/1 we g5]at$ ?ree-s5t;e /ories us+ ,kor1n ,^w,net "<;,u-,,w9"> & ,/&>d ,^w ,categories = ,kor1n le>n]s "<,kim et ;al41 #bjag">4 ,dur+ ! g5]a;n task1 cr{d"w]s c ref] to "s clues borr[$ f o!r s|rces 9clud+ texts & images4 ,second1 we g5]at$ pairs ( "plausible hypo!ses 9s]t$ 2t ! f/ & ! la/ s5t;es ( /ories4 ,! plausible hypo!sis naturally completes ! /ory1 :ile ! implausible hypo!sis 9t]rupts ! /ory4 ,? task is typically ref]r$ to z ,/ory ,cloze task 2c x requires ! abil;y to 9f] ! causal & temporal rela;ns4 ,la/ly1 we p]=m$ ! evalua;n task to annotate ! /ories4 ,= ea* /ory1 five cr{d"w]s >e recruit$ to assess ! plausibil;y ( ! giv5 hypo!sis4 ----------------------------#j-e ,note t "s /ories >e re-evaluat$ :5 cr{d"w]s fail to r1* ! agree;t4 ,^! human assess;ts >e annotat$ to ,/ory ,cloze tasks s z to m1sure ! pr$ic;n a3uracy ( ,kor1n neural language models4 ,9 ? project1 we rel1se a natural language "u/&+ b5*m>k1 ,,ksc1 = ! sy/emic evalua;n ( ,,ai4 ,we f.d t ,,kr-,,b]t & ,,klue-,ro,b,],ta /ru7le to 9f] ! correct answ] "<,a3uracy3 #di.0 - #eb.0">4 ,we expect t ,kor1n language models tra9$ on ,,ksc datasets c %[ m a3urate commons5se r1son+4 ,keywords3 ,>tificial 9tellig;e1 ,natural language "u/&+1 ,/ory cloze task1 ,commons5se r1son+ ,project ,director3 ,san<|n ,s;g "<,korea ,univ]s;y"> b#j-d ,ab/ract #g ----------------------------#j-f ;<"/ ,'.s5:a. .m"1 p3^( dno.o ^)ju .s5. dno.o ^)ju ,g["u .?[54,' .n#a.7 lsb `r+ #a4 lsb ex.? """"""""""" #b#ae #b4 lsb ,mjr7 """""""""" #b#ae #a,0 lsb ,mjr7 ^s5mr """ #b#ae #b,0 lsb ,mjr7 o1.] """" #b#ag #c4 `=.] ,mjr7w c3.s5`v jr`\ ^7<3 """"""""""""""""""""" #c#ai #a,0 `=.] ,mjr7w c3.s5 #c#ai #b,0 ,n^m `=.] `v.] """" #d#ba .n#b.7 o>`o ,r7,] #a4 o>`o ,r7,] irl7`v ^s5mr """""""""""""""""""""""" #aj#ca #b4 o>`o ,r7,] ^7^sb`v .o;o5 """""""""""""""""""""""" #aa#cd #a,0 o>`o ,r7,] ^7^sb #aa#cd #b,0 o>`o ,r7,] l"/ """ #ah#dh #j-f ;<"/ #i .n#c.7 $,t ,r7,] #a4 $,t ;m"( irl7`v ^s5mr """""""""""""""""""""""" #bb#ee #b4 $,t ,r7,] ^7^sb`v l"/ """""""""""""""""""""""" #bb#eg #a,0 $,t ,r7,] ^7^sb "" #bb#eg #b,0 $,t ,r7,] l"/ """" #bd#ei ----------------------------#j-g .n#d.7 $,t d].] #a4 $,t d].] irl7`v ^s5mr ```````````````````````` #cc#ge #b4 $,t d].] ^7^sb`v l"/ """""""""""""""""""""""" #cc#gf #a,0 $,t d].] ^7^sb """ #cc#gf #b,0 d].] eoh=`v l"/v h=`/ ^gdu """""""""""""""""""" #cd#gg .n#e.7 `s5.[7 d]$ #a4 ;y.= `\`ve& l3;& "" #dj#he #b4 q`= .oc[7 /^o d]$ `\`v """""""""""""""""""""""" #db#hi #a,0 q`= .oc[7 d]$ `r+ #db#hi #b,0 )s euj]w ja,[b`v d]$ """""""""""""""""""""""" #dc#hi #c,0 q`=.m,?e& """""""" #dd#ie .n#f.7 erk[5e1 #a4 `\"( """"""""""""" #di#ajc #b4 .n) """""""""""""" #di#ajf ^m8o5 #a4 o>`o v3,] e1em7;o #bjbb `m;ma h=jb .o;o5 #ej#ajg ;<5`u egj) """"""""" #fj#abh a#j-g ;<"/ #aa ----------------------------#j-h d+ ;<"/ ,'.s5:a. .m"1 d+ ;<"/w dno.o ^)jucz p3^( dno.o"u .?[5,' "8d+ #a01 lsb `=.] ,mjr7 `\`v """""""""""""""""""""""""""" #c "8d+ #b01 #fp1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #e "8d+ #c01 #gp1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #e "8d+ #d01 #hp1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #f "8d+ #e01 #ip1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #g "8d+ #f01 #ajp1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #g "8d+ #g01 #aap1 `=.] ,mjr7"%1 """""""""""""""""""""""""""" #h "8d+ #h01 0,,roc /ories4 /eg """"""""""""""""""""""""""" #aj "8d+ #i01 `ma"ob`masp3 o>`o e1em7;o /,o """""""""""""""" #aa "8d+ #aj01 ."+ %j]`v hna,[h[ i3,s /,o """"""""""""""""""" #af "8d+ #aa01 d].] h=`v ^o%1 ^gdud+ """"""""""""""""""""" #cg "8d+ #ab01 q`= .oc[7 /^o d]$ `\`v """"""""""""""""""""""" #dd a#j-h d+ ;<"/ #ac ----------------------------#j-i `["o5 ;<"/ ,'.s5:a. .m"1 `["o5 ;<"/w dno.o ^)jucz p3^( dno.o"u .?[5,' 82`["o5 #a;0 `=.] ,mjr7"%1 +>a """""""""""""""""""""""""""" #d 82`["o5 #b;0 o>`o ,r7,] .asb. jve* """"""""""""""""""""""" #ab 82`["o5 #c;0 o>`o ,r7,] `v3"o. jve* """"""""""""""""""""""" #ad 82`["o5 #d;0 hna,[h["2oeo.o i3,s /,o """"""""""""""""""" #ag 82`["o5 #e;0 $,t ,r7,] .asb jve* """"""""""""""""""""""" #bc 82`["o5 #f;0 $,t ,r7,] `v3"o. jve* """"""""""""""""""""""" #bd 82`["o5 #g;0 $,t d].] .asb. jve* """"""""""""""""""""""" #cd 82`["o5 #h;0 o>`o v3,] e1em7;o 0,,json4 j],oa """"""""""""" #da 82`["o5 #i;0 $,t ;m"( `v.n 0,,json4 j],oa """"""""""""" #db ------------------------------#a .n#a.7 lsb `r+ ------------------------------#b #a4 lsb ex.? ^( lsbz #d;< l3sbj:ae] ir^o q`= .oc[7 `o,& `r^1" jv1+7! mrj3 e1em7;o"! `m;maj<: `mas .`o e1em7;o"! `m;maj<:/`u" o"! ^*jv3j<: #ae e3 `) ol78';= #cj e3 eg.7 ol7,0w l7,oa ;m"( d]$ `v.n"! `m;maj<:/i4 ov j5,`n" `m;maj3 #a .n#a.7 #a4 #ae ;m"( d]$ `v.n #ae e3 `)z $a #eqw d].]8';= #ge e3 `) d].] ol7,0! h=`vj<:/i4 ,iuj3 #b.=w e1em7;o `m;ma ^7^sb`v $oi["`o e1em7;o"! `m;maj<:/i4 ,iuj3" e1em7;o `m;ma .o;o5! ,m"obj<: o>`o v3,] d]$ e1em7;ow ^7^sb"(.? o1`v3,]`v o>`ow .m.n.? i<>7,]! jva^uj<:/i4 ov j5,`n" >7.o1w o>`o e1em7;o `m;ma! mrj<: ^( lsb ,mjr7n,s ;rhraj3 ^7^sb`v `=.]"%1! ^u`uj3i4 #c.7n,scz l7,oa ;m"( `v.n e1em7;o"! `m;ma"2^*jv3j<: #ae e3 `) ol78',)hra.o eg.7 #cj e3 `r ol7,0w d]$ e1em7;o"! `m;maj3 cr+7! i"gi4 o>`o e1em7;o"! l7,oa ;m"( `v.n"u `m;ma"2^*jv3jcz ^7^sb"( eo2 .o;o5! ,m"obj<: q`= .oc[7 d]$w `uiujv"! jva^uj<:/i4 j>7jm" >7.o1w l7,oa ;m"( `v.n e1em7;o `m;ma! mrj<: ^( lsb ,mjr7n,s ,)^\j3 l"/n irj<: u"% ^g,?! ,oiuj<:/i4 #d.7n,scz q`= .oc[7w )sc[7":ad]$"`o e1em7;ov l7,oa ;m"( `v.n e1em7;o #b.=! `m;maj<:/i4 #b,0 lsb ,mjr7 o1.] ------------------------------#c ^( lsbz #bjbb c* #ep1 #afo1 b#b .n#a.7 #b4 #ag ;`o e1em7;o ,r7,]"1 #f--#aap1 $,t ;m"( `v.n ,r7,]"1 #h-- #aap1 o>`o v3,] d].]"1 #i--#aap1 q`= .oc[7 /^o d]$"1 #aj--#aap1 =777777777777777777777777777777= #c4 `=.] ,mjr7w c3.s5`v jr`\ ^7<3 #a,0 `=.] ,mjr7w c3.s5 ^( lsbz ,s"u i"z ,]`:aw #b.=w e1em7;o `m;ma`v d].]! 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jv1+7j<:/i 8'"8d+ #aj01,04 fopi[ ^7,oan,scz `o5.m7,sb y8'#bjag,0" ,8`ma.n h=+7 j3`mas d+.g `+%a`v.] .?+7 *`m0'"! jv1+7j<:/i4 -----------------------------#af "8d+ #aj4 ."+ %j]`v hna,[h[ /,o01 ,'.s5:a. .m,'"1 d+w ojr"! iub`o mrjr ^)ju"! lbobj54 =gggggggggggggggggggggggggggggg= .asb ^7,oa-."+ %j]"1 hna,[h[ i3s /,o """""""""""""""""""""""""""""""" .<% ;<7.a #a4 ;,u-,,w9"1 8'#a,0 .mi8'#ja-ja-#ja,0 8'l7mrs"1 cm"oi-e'^ui,0 8'+7"/"1 a,x .7,un c$/i4 $ii[5i _\ .],q! $ii[5`u i,o j3^) jr ^v4 $imi _\ ,=<.o"! m"on $ims/i4 $"u-cmbi _\ d1^n`r"! j`u $"ucmp,s hn1"n^o.)! ^u7" ,]`:a" yeu" *r" `\j(" .=`+ =777777777777777777777777777777= j3`mas 0,u-,,w94z ]s 0,^w,net4 n ir[7jcz sjmrweoe7["u" i3sw l7mrs-j`o e1em7;o `m;man ;<5.uj1 ,m o/i4 `ma.n h=+7 j3`mas d+.g `+%a`v.] .?+7 *`mcz j3`ma `u%w ,r7jv1`v ^r`]n ek`n `m,]iy3 .m.ns ex"x["u o1l7,r7jv1 ,xw l`)oc o>`o"! ^m*jcz in %+7je["u duj5iys/i4 ac" i<>7j3 egj] jva^uv .asb ,mp1,] i5^u"! mrj3 ;<5.u ex.?n,s `v3"* i3,s$ .n`=iye["u ,r7,]iy3 o>`o$ ^3i[,o .n`=iy3 i3,sv o1;oj`sc i3,s"! duj5jr> jcz _sz `o v3,] e1em7;ov i1"o %l eg.7 e1em7;ocz $,t! ,r7,]j`sc ^\iuw $,t d].]! ,mjr7j.o <30`o ,r7,] l"/ ,iuj3" i3,sw %ws"! l+7j<: i3,sn,s .n,ojcz ,,[o5w l.).? weov i"z ,,[o5["u o>`o"! ,r7,]j1 ,m o/i4 ,iuj3 i"z ,,[o5o l.)w d+.ns duj5iy.o <30! ,m o/i4 8'#e,0 82i3,s #a"1 ^*i=iyi8'3o ^,`mrs i1"<.o`n iyi,0_/i3,s #b"1 ;&^1j`o j"m .)n `/jyao ^*i=iys/i4;0 ccz jywn ;<5,?j`o mrjr ^s,["! h`u $`u o/s/i4 $i) iu.m7 l7l"u^mhs jyw .7,u$ ,-^*`]iys/i 8'3o i"[`n ^,`mrs ,r"ub`n `u;:.oi,0-'cz ,u,oa! i!s/i4 as ^s,[n,s j;7jcz .oj;t! h/i4 8'#f,0 82i3,s #a"1 ,i[i 8'3o $5a,mhs"u i1":$/i4;0 cuqo j?j?ire: l3 ,x >a,mhsn iu;a,m"! ,-,i[`o8'3o e&,xoc .oe* ,i7jr e).s s,i) jr7i=! ji4,0_/i3,s #b"1 `[cz l,uj3 o1n ,o^o"! `ts .me?! jmrim"[`( jr/i4;0 j+`:5z `s5z,ra e1n #aj e3p3! ,-`ts/i8'3o i( ,iaoc cr`ow i5^u"u l5i,04-' `s5 z,ra e1z ;u^3^mhs o1i[7! ,^r'`o.o <30`u `\,[7,)n iu;`ow l`)z ,o$3w j["[5! d+l7jcz _s! p3;oa["u j3i4 ocz 8'#a,0 o>`ow j["[5 ,xn,s .7e*w .)jv3oc ,o$3w j["[5o ,im":'j`n i["sccz _s! e1je:" 8'#b,0 .7e* .)jv3z sb'is"7j3i4 ie3" ,o$3w j["[5n irj3 .asb.`ow .7e* .)jv3o sb'cz ,.1bz ,g$3n ^1,r7j3 l`)o`sc" ,o$3w j["[5o )s d+j*n,s e]jvaj`n i["sc.o <30is"7,] ;[ae*n,s js+7j3i4 8'#i,0 82i3,s #a"1 s"oi_/i3,s #b"1 <4i! emc( mrn <.o"<7o$ s"o`o ,o.aj3i;0 $7j`u i3i3j3 ,y'.u$a["u ^m,o'iu1! ;:/i4 ,-j3;<5! ;oco-' iu1n,s *`o$ s"o`o ,o.ajr/i4 *`o$ .s5.s5 .`ow ,o$3.? j["[5! chcr/i4 /eg 8'#aj,0z 8#aj c* jm0"`o;0 ;ral7 mrn o/i) .qmw jr3i[d(o &":/i4 .qmcz ;ral7 <4["u $,s jr3i[d(! .obsi!s/i4 .qmcz jr3i[d(! `mr'$n ir`u .)jv"! ^9a;0 ccz j"m.=o1 ^xh=n ,oi1"oi$ >a`man $/i4 >alcz ca! .ms/i4 ccz >a`man,s ^"u `[ >a! e?s/i4 a#bj .n#b.7 #b4 #ec -----------------------------#ba .n#c.7 $,t ,r7,] -----------------------------#bb #a4 $,t ;m"( irl7`v ^s5mr $,t ;m"(z .ms.q $,tw %j]`v ,]`:an ,i"< erm i<>7j3 >7l7! ^uqi4 ^( `v.nn,s $,t ;m"(w irl7z ,8o>`o0'oe:" o>`ocz s,i) l`)w ,o$3.? j["[5`v q`v.? *`v3,]! j5;maj3i4 o"sj3 ;m"(.? h[a,]n `z`sj<: `o`/$ l7,oa ;m"(! j1 ,m o/cz$"! d]$j`o mrj3 inohs"u o>`o"! jv1+7j<:/i8'0,bhagavatula et ;al4 #bjbj,04 l7,oao"<3 ctbz weon,s ljy l7`%v h=c:5! o1^3 l7,oa["u ^u1 ,miu o/[e:" .ubz weon,s ^ra`vl.),oa .o,oaoc e]egjviy3 %3"o.? `%.]! o1^3 l7,oa["u ^u1 ,miu o/i4 ^( lsbn,scz o>`o l7,oa ;m"( ,iucz $,t ;m"(! q`= .oc[7 )sc[7":ad]$w `v3.s5n,s $;m.? ;m"(8'0abductive r1son+,0["u j3.]j3i4 $;m.? ;m"(z c("o.? ;m"(w j`o ,r7,] `vsb8'0,task #a,0`v i=o1j3 d!"r'du5n,s $,t ,r7,] `vsb8'0,task #b,0! ,mjr7j1 ,m o/cz pf[^n3;o"! hb.rj<:/i4 <"r f["`ow ,^.q ^m^g8'.asb. jve* `o.g["u ^gj=,ra ^qf3,0n i!s$/! ,ir <4imr eg.7`v c("ol7["u ^mjbjcz eg.7oi4 ^m.?jbj3 eg.7 - ^m.?jbj3 eg.7z o>`ow ,^.q ^m^g8'.asb. jve* `o.g["u ^gj=,ra ^qf3,0n i!s$/! b#bb .n#c.7 #b4 #eg ,ir <4imr eg.7`v c("ol7["u ^mjbj.o <30cz eg.7oi4 .a,] .o;o5 - eg.7 ,r7,] ,on `r^\ .asb.$ ;<5`u eo2 .g,mjr> jcz .o;o5oi4 eg.7 ,r7,] ,on .mwjr> j1 lj7! .]"oj<: .asb. j3i4 =gggggggggggggggggggggggggggggg= #a4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 jv.7,o1 im"me"o ,-j%.o-'$ i ,its.:/i4 $,t ;m"( - ,-.?.t-'"1 j`+jcz `o1n ,-,%ds-'n i!":/i4 - ,-^m.?.t-'"1 j`+jcz `o1n ,-jv.7,o1-'n i!":/i4 jmjr7 eg.7"1 im"me"o ,-j%.o-' "! `merj`u .ob["u iu1`ow ,)jm `v3`/"! ojrjr> j3i4 o") ;m"(z d+;[7.?q .]^un w.(j<: ja,[bj3 q`= .oc[7o d& ,m sb'cz eg.noe["u q`= .oc[7w d]$ ex.?! `u":j1 ,ir %+7ji4 =gggggggggggggggggggggggggggggg= #b4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 "n,[hu"<7n,s ,-noi[-'"! i e,:,s .s5p3n`n "odo1! +;] jr/i4 $,t ;m"( - ,-.?.t-'"1 .s5p3z ,-loi-'"u .3! ;rp,s $ki.ms/i4 - ,-^m.?.t-'"1 .s5p3z ,-fu1"<-'"u .3! ;rp,s $ki.ms/i4 jmjr7 eg.7"1 ccz .s5p3n`n ,-loie1`u fu1"<-'"u "odo1! a#be .n#c.7 #b4 #fa jri1"<`u e1jr/i4 =777777777777777777777777777777= -----------------------------#bf ,n ^),.r l"/w `]m" ,8huehu0'v ,8>7l7;m0'cz ,u,[$ j3i4 ac jri7 /,ocz ,8huehu0'v ,8>7l7;m0'" ,8;r,u0'w sjmr.? `v3`/ 8'j7l7;m"! ,^ri1"<`u .oap3n`n +;]jr/i4 =777777777777777777777777777777= cn ^),.r l"/w `]m" irjv l7jv7o j5;majcz cr+7! sjmr weon,s ;m"(j1 ,m o/cz.o em9cz _soi4 ,8jmjyji0'" ;m"(j1 ,m o/i4 =gggggggggggggggggggggggggggggg= #d4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 ccz ,-q`= .oc[7 ,[dofsn`n [57! .& ,m o/[5! q.oj1 ,m o/s> j3i4 <"r eg.ncz o1l7,r7jv1n,s jzjo ^u1 ,m o/cz ,iucz o1^3 l7,oa ,)n,s <1 ,m o/cz `vja.?q j*l7! ojrjcz.o em9`u o/icz .s5n,s %+7ji4 -----------------------------#bg =gggggggggggggggggggggggggggggg= #e4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 ccz .m.). j3i4 /"! i!s" j3i4 -----------------------------#bh =gggggggggggggggggggggggggggggg= #g4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 i5^r,`=;u"u qjr fz ^&o c/i4 $,t ;m"( - ,-.?.t-'"1 l3n c3 ,-^&o ,^"[`n ^).:-' `s9.b! ,m sb'`n iys/i4 - ,-^m.?.t-'"1 ^&o c/icz ,-,uego ,^"[`n ^).:-' `s9.b! ,m sb'`n iys/i4 jmjr7 eg.7"1 l3o `sw i h`u c,s> ^&o ,`s.:/i4 =777777777777777777777777777777= :itb ^),.r l"/cz ;s' ^),.r l"/v $8o %lj3 l"/"<`u ^u1 ,m o/i4 ,o$3w j["[5n ^o;ms .?.tj3 ;m"(o $c[7j.oe34 `[c:$ )con`n ^3;<3! $.:i .ms/[e["u ^3;<3! ^ri1,ofo1 do1+$ sb'icz l`)w o1^3.?q q`v `v3`/"! ;m"(j1 ,m o/s> j3i4 =gggggggggggggggggggggggggggggg= #h4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 `[c:cz .;mrjcz )con`n ^3;<3! $.:i.m"s $/i4 $,t ;m"( - ,-.?.t-'"1 `[c:cz )cocn .obn,s ^bl7! ;<":/i4 - ,-^m.?.t-'"1 `[c:cz )cocn .obn,s ^3;<3! ^ri1,of:/i4 jmjr7 eg.7"1 `[c:cz $.:$3 ^3;<3`v j5,`n )cov ^b! e?s/i4 =777777777777777777777777777777= a#bh .n#c.7 #b4 #fg j3i4 -----------------------------#bi =gggggggggggggggggggggggggggggg= #i4 .u0z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 eq,scz ;q`mcn .obn ;uir"! ^9< ^7egjr/i4 $,t ;m"( - ,-.?.t-'"1 ;q`mcz eq,s"! mrjr,s .oa.sb [5,oa! jr.ms/i4 - ,-^m.?.t-'"1 ;q`mcz eq,s"! mrjr,s .oa.sb cno1`ow era"7o o/`sc" d].]n h=`vj.o eu'j3 /egi!oi4 .1eu' e3i!s.q $,t ;m"( `v.nw .)^3.?q h[a.o7z o>`ow j["[5oc era"`ow j["[5n ^o;ms .<*,["sb`o ,iregn d].].`u e&s^u`o"! ojrj`o$ erm s":bi4 =gggggggggggggggggggggggggggggg= #c4 c,^z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 `[c:cz `[ l"<5w .];n$ ems'q.o"! .nes'ir"u ;m;[ajr ^u7j`u" o>`ow j["[5! e]jvajo `o,&j<:> j3i4 cn ^),.r /egz s,i) ;?iun,s f[i_/.ai"! ^o`+j<: $,t ;m"( eg.7! .n.ajcz ^7^sbo $,tw .?.tj5_/^m.?.tj5! `m^\jcz i3,s$ iy`o s":g l"/oi4 -----------------------------#ca =gggggggggggggggggggggggggggggg= #d4 c,^z l7,oa ;m"( `v.n eg.7 ,nh[ /,o ,)jr7 eg.7"1 .oc3 ,q;n`s5ln,s ccz :i=,r7`v fo ; j1 /eg! .]"oj<:/i4 a#ca .n#c.7 #b4 #gc -----------------------------#cb .n#d.7 $,t d].] -----------------------------#cc #a4 $,t d].] irl7`v ^s5mr $,t d].]z eg.7 ,nh[w 8'^m,0 .?.tj3 ;m"( eg.7,l7o .n.aiy3 wiun ^mjbjcz.o d].]jcz _soi4 d].] .asbz l7,oa ;m"( `v.n eg.7 ,nh["! 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$.o`u jcz e1oc `!0'! o1fs9czi4 ac s,i) cr+7oc .m.n"! e]jvajo `o,&j1 _sq.o" ,iucz .&`s"ow `m.u"! s,is0`n `o,&j1 _sq.on ,i"< o>`ow ,]`:ao erm i1"<.qi4 ,i"<,s o>`ow ,]`:a! e]jvajo `%.]j`u o"! s,is0`n `o,&j1 _sq.o ,n,nj`u `m;n.?q .o;o5o do1+ji4 ie3" ^( lsbz j3`mas o>`o e1em7;o"! `m;maj`u $`=jcz ,)iu.?q lsb["u,s" #ae e3 `)o"7w j3`mas inohs"! ,m.objcz _sn .m7.s5! ims/i4 j>7jm o>`o e1em7;ov ;m"( `v.n"! ^ui e*eo1jo `s5huj`u .o;o5! ,n^gjvj<: ;m"( `v.n d]$"! `uiujvj<:> j3i4 ,iuj3 ^ui ,o1+7.?q q`= .oc[7 )s c[7":a d]$$ $c[7jiu"x jr> j1 _soi4 -----------------------------#ej "8^m8o5 #a4 o>`o v3,] e1em7;o #bjbb `m;ma h=jb .o;o501 #a4 o>`o v3,] "8`=h= .asb .o;o501 - .n,oiy3 fopi[ ,iucz i=lv `v3"*iy3 o1l7,r7jv1 `v3"* o>`o"! #c eg.7["u e3izi4 - #c eg.7z ,o$3 ,g,sn ,i"z l7jv7 ^*jv"! ^u: .mcz _sos> j3i4 - $a eg.7ei i=l"! .m"u l+7jr,s l`)! `o,&j`u" $a eg.7o *`\iys .<*,["sg ,sl `v3`/"! j],]jiu"x j3i4 - $a l`)z ,o1,r7jv1n,s o1sc1 ^sbj3 o1os> j`u" o1l7,r7jv1n,s ;m7^gjo ,,! ^sbj1 e3j3 .<*,["sg eg.7["u d+j*j3i4 - $a eg.7z `v`s ,o.n"u .a,]j3i4 - j3 eg.7z ;y,u #d i3s--;yir #ab i3s .]iuw ^g">7["u .a,]j3i4 - eg.7 e.oeancz e;o5d+$ i!s$> #ej ^m8o5 #a4 #ajg j3i4 e&[5d+c c[,`o5d+"u ,`[8ccz eg.7z ,,[.o <30czi4 #a4a4 fopi[8'0key^w,0 `o^3 ^7,oa "8.asb `r+ eo2 .o;o501 - .n,oiy3 fopi[v `v3"*iy3 o1l7,r7jv1 `v3"* o>`o"! #c eg.7["u e3izi4 - o>`ocz fopi[n ^mjbjiu"x je:" /f)ir fopi[$ ,8o1l7jr7mr-,te]0'["u .n,oiy3 `]m" u"z,.x fopi[" .[a ,8,te]0'n irj3 o>`o"! e3izi4 - fopi["ucz <"r d+n,s .n,oj3 #aci`r j7exo .n,oiy3i4 - fopi[v `v3"*j<: .)j].?["u ,isu"[cz l7jv7,^g 7j3 l7jv7! .<%"ub`n ,isu1": o>`o"! e3izi 8'"8d+ #a01,04 d+ #a4 j3`mas ja,[b. `+%a`v.]! jv1+7j3 .m.ns ex"x =gggggggggggggggggggggggggggggg= ^s5.m8'#ae^s5.m,0"1 j7ex 8'#aci`r,0 """""""""""""""""""""""""""""""" .m`sv jv3`]"1 .ob ,`meo`o_/.ob .]"o" ol" ^7 ,`meo`o_/^7 .]"o" $`m ;o5`m" .m`s^o" ,r7jv1 d*w ,o,t" `s.m .o:an,sw jv1i=" i=e& `v3"* ndo,ui[" ,oae& `v3"* ndo,ui[ -----------------------------#ea o1l7,r7jv1"1 $.]n,sw ndo,ui[" ja`+n,sw ndo,ui[" yeu ^x.7 `v3"* o>`o" .=`+ jv1i=" ,r7o1 i[7 $a.= `oc:5o1" j"m o1`v ,+do7"1 ,+do7 ,o,t o+7" ,oadm5" w^x" $.]+7dm5 ,oa[5"+"1 [5,oa" [5"+" ^ri1" y,oa `=`= ,s^o,["1 `=`=`o`v3 o+7 `v3"* o>`o" md* `v3"* o>`o" .)jv_/qhscn' i[7 h=,q `v3"* o>`o" zjr7 `v3"* o>`o" ^]p3 `v3"* o>`o" >a`ma `v3"* o>`o" `];<1,s_/,u^7,s `v3"* o>`o b#ej ^m8o5 #a4 #aji :$v u"`o" i="+ `v3`/ `v3"* o>`o" ,)jm^r `v3`/ `v3"* o>`o" $.x `v3`/ `v3"* o>`o" ;uir" ir.sb" ^7eg" >a,x" euo5" f!"sb_/fse%coho jv1i=" *r" `\j( `)$7"1 mr,r7" .o1^]" ;o"+" gi=" i`o" `uj>7 ^7eg `+h="1 `o1 ;`o"! 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