30.12.2013 Views

Argumentative classification of extracted sentences as a first step ...

Argumentative classification of extracted sentences as a first step ...

Argumentative classification of extracted sentences as a first step ...

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

ë<br />

¤"!¦#!%$&© '(¡¤)©*#©©+, ©<br />

¢¡¤£¦¥¨§©¤©<br />

-.¡¤/0/©12!+34¡¤*¨65©7',8¨"©98,/¡¤):,£<br />

¬:´j·u¹I¯µu¯>½^µÆ:´•«j¸Äµu»Ç» ´•¹˜a²:»ÈÉjÊÁËjÌcÍ^ÎÐÏ|ÑcÒ^Ñ|ÍjÎ Í^ÓeÑÁÆ[ÔBÊRÓyÕ<br />

»<br />

Ìc×eØIÙhÊRÓeØ ²:«•°Ú Í^ØI×eÌ>ÑyØ:À/Âï)­¤²«[µ¤µu¬´•» ¯7» ´j¹>¦¯„½[µ ·˜²:¹„µu»<br />

Ö<br />

» ţ¬:«²³•»šµ ·˜²¹„µu»¤¬:¼Ç» ¹„ţ¯„«[µu¸ÄÞ•¹7²· Û<br />

µu¬+±cĪ«j¯„·˜²µu¯)•¸º±c^Ûܹ„¬c¿Ýj·u¯„»<br />

¢<br />

bf^n|i f^vBs„de_ v ]eghg<br />

f^m¦Y,gz_s˜s>_:ms>fs>de_lY^]ys>dRf^mm„_•]e_:r˜s>phZe\Ÿ<br />

¢<br />

Y[m>s>p‚b"gh_<br />

¢<br />

¢<br />

¢<br />

¢<br />

]egzg)Y[m>s>p‚b"gh_þ pts„def^]ys¦Ze__cxypzZR\,s>de_lr>f^]Rm„b_¦s„_:|s9v fjm%b"g‚Y[m„pB5C<br />

v<br />

s„pzfjZ ¢ bŸ<br />

H<br />

H<br />

H<br />

H<br />

¢<br />

¢<br />

H<br />

¢<br />

¢<br />

¢<br />

¢<br />

><br />

\<br />

¢ ¢<br />

\<br />

¢ ¢<br />

¢<br />

¢<br />

;7=@?BACEDCGFHICGJKA+LNMOKPRQEMO?7CGAS<br />

TU)VUXWGY[ZR\^]RY^\^_a`G_cbIdeZef^ghf^\jilkm>fj]en<br />

oZephq^_mIr>ptsui(f^vwBxypzZ|{e]Rm>\jd<br />

]Rb:b"gh_]RbId,€ g‚Y^b_<br />

}~<br />

wƒxyphZ|{e]em„\^d…wBT†‡^WjˆŠ‰eo‹<br />

Že[‘e’yy“•”••–B˜—Rš‘y› œ) œe•^ž Ÿ^”|j–B˜—R¡‘y›<br />

Œƒ<br />

¢l£¤:¥¦¨§e©^¥<br />

«j¬­ ®tĪ°j±c¯%²³y¬c´jµ µujā·u•¯„µu¬·u¸º¹²:®»šµ ·u´•¹„µu´^·uā¬:¼ƒ²¦µu¯>½^µ¸º»<br />

ª<br />

{¾_9r˜_:gtv b"fjZ•s„Y[phZe_cx@s>de_m„_:Yjxy_m r>def^]RghxÃ{¾_<br />

Y[{Rr˜s>mIY^b"s)dRYjr)s>f<br />

s>dR_A¤ Y[phZÿ\^fjY^ghrY^ZRxÿY^bIdRpz_:q^_¤_:ZjsIraf[v7s>dR_<br />

Y[{egh_s>f\jm„Yjr˜n<br />

´j» ¯„¼‚´j®¾¼‚¬·7²´jµu¬:¿9²µu¸º¹²³•»šµ ·˜²¹„µu¸º¬c«ÁÀ¤Âï²·u¯¸º«[µu¯>·uĪ»šµu¯°¸º«<br />

µuj¯%²:´jµu¬:¿9²µu¸º¹%¯„½[µ ·˜²:¹„µu¸º¬c«¨¬¼B·uj¯„µu¬:·u¸º¹²®´•«j¸Äµu»+¼h·u¬:¿Åµuj¯<br />

qj_ms>de_ nÁY^r˜sv _:þ ij_:Y^m„rs>dRphr¤nRphb"s>]em„_7dRY^r bIdÁY[Ze\j_:x%xem„YE<br />

D<br />

¢ V _cr˜_cY[mIbId…Y[m>s>p‚b"gh_:r Y^m>_aZef¨þEpzZÁb"m„_:Y^r>phZe\^ghi {Á_:pzZR\<br />

¤Y[s>p‚bY^gzghi<br />

¡ghphZe_ ¢F> ZRxy_:_:xlj s„de_¦\jfjY^gGf[v)Y[]ys„f#¤ Ÿ s„_:x<br />

¤Yjxy_¦Yçq¨Y^pzg‚Y[{egh_9fjZ"<br />

Y[m„p9:Ÿ s„pzfjZ%nem„_:r>]enen¾fjr>_:rs„dRŸ s¤s„de_7v ]eghgRY[m>s>p‚b"gh_7phr¤Yçq¨Y[phg,<br />

r˜]µuţ¬:«ÁÀGê)´^· ¯„½[µuĪ«j» ¸º¬c«+²c°•°^¸Äµuţ¬:«jÛ<br />

þ pzghgedRYçqj_7xepBI _m„_Z•s f^m Yjxexypzs>phf^ZRY^g|v ]eZRb"s>phf^ZRr v m>f)¤Šs>de_f^Ze_cr<br />

²®º®ºé+¹I®t²:» » ¸ÄÞ•Ī»Çµu•¯¯„½[µ ·˜²¹„µu¯°+» ¯„«[µu¯„«•¹IĪ»/²¹I¹I¬·˜°j¸º«•±)µu¬ƒµu•Ī¸Ä·<br />

s>de_:i(]Rr>_:x…s>fdRYçqj_<br />

·uj¯„µu¬:·u¸º¹²®Á·u¬:®t¯:À<br />

sui|nep‚bY^ger>b_ZRY^m>phfJ¤ph\^d•s¤{¾_f^Ze_7þ de_:m>_Y]Rr>_mƒm>_cb"_phq^_cr<br />

YaghY^m>\j_Kj]ÁY[Z•s>pzsui%f^vL¤ YjbIdepzZR_: šm>_cY^xeY^{egz_ Y^m˜s„phbgz_cr‰^v f^m _yY#¤M<br />

ì ABíyPe? LFQ¾íefY9r˜_cY[mIbId8j]R_m„i^‰[v m„f#¤<br />

Y9xRŸ s„Y^{RY^r>_ f[vGr„b"ph_Z<<br />

Z r>]RbId YÃb"fjZjs„_:|s:‰<br />

¢N><br />

s>p,5ÁbY[m>s>p‚b"gh_:r+f^mv m>f)¤0s>de_<br />

Z•s>_:m>ZR_"s<br />

î/ï î<br />

Y[{Rr˜s>mIY^b"s„r%b:Y[ZÐr˜s>phghg {Á_Ã]Rr>_:xÐYjr¦Y xy_:bphr>phf^Zÿs„f•fjg܉ s>f de_ghn<br />

ð%ñ¡òRóƒô¡õ7ñÜò÷ö/õ)ø¨ù^ú•ö/ûyùjôšüBý<br />

¢ ~ ]ys%phZ<br />

s>de_ ]Rr>_m¦xy_:bphxy_lþ dephbIdÿY^m˜s„phbgz_cr<strong>as</strong>>f¨ghf|f#¥ Y[sO5RmIrus<br />

oZ•s„pzg7m„_:b"_:Z•s>ghi^‰¤s„de_…þ)f^m„g‚xÿf[vm„_:r>_:Y^m„bIdÿne]R{egzp‚bY[s>phf^ZRrþ7Y^r<br />

s>dep‚rbf^Z•s>_|sY[{Árus„m„Yjbs„rb"fj]eghx%Y[g‚r˜f{¾_)]Rr˜_cx9Y^rYKQP+R,SPph_Z•s>_cx<br />

£^fj]em>ZÁY[g‚r‰,xyp‚r>r>_m>s„Y[s>phf^ZRr÷Y[ZRx<br />

s>f|f^g¡‰|de_ghnephZe\¦]Ár˜_:m„rW5RZRxls>de_:pzm7þ7Yçi%s„dem„f^]e\jd(s>dR_+m„_"s„m>ph_qj_:x<br />

xyfyb"]mIY^bsIrY[m„_9\j_Ze_:m„Y[s>_:x,Yjr<br />

f[s„de_m nR]e{eghphb:Ÿ s>phf^ZÁrþB_:m>_,Yçq¨Y[phghY^{egz_Ãf^ZRgzi phZ÷nRY[n¾_mv fjm¡¤<br />

`f¦¥^__:n m>_cr˜_cY[mIbIde_mIr%phZyv fjm¡¤_:x f^vnR]e{eghphb:Ÿ s>phf^ZÁr pzZ s„de_phm<br />

Ze__cxy_:xlj mIŸ s„de_m+s>dRY^Z r˜s>f^m„_:xpzZ Y85s„Y[phZY[m>s>p‚b"gh_:r¤Y[m„_7m>_:ghY[s>_cx9s„ff^s>de_:m Y[m>s>p‚b"gh_:rphZ<br />

Y[m„_:Y f^v9pzZ•s„_m„_:r˜s:‰r>_:bf^ZRxeY^m>i ne]e{eghp‚r˜de_:m„r…nem„fyxy]Rb"_cẍ §uf^]em¡<br />

ZRY^ghrþ pzs>d Y[{Rr˜s>mIY^b"s„r¦f[v+m„_:r>_:Y^m„bId¦¤ Y[s>_m„p‚Y[g<br />

s>dR_ib"fj]eg‚xr˜]C¤%<br />

`7de_©¤Y^pzZ<br />

gzfj\^p‚bY[gY[ZRx bIdem„f^Zefjgzfj\^p‚bY[gGm>_cr˜n¾_:b"s:‰ _<br />

m„f^gh_¨f[v<strong>as</strong>>de_cr˜_ Y[{Rr˜s>mIY^b"s„r þ7Y^rs„fÐY^b"slY^r…Y¡ s>f|f^g<br />

¤Y^m>p9_ r˜p¤pzg‚Y[m„pzs>ph_:r…{Á_suþB_:_ZEY^m˜s„phbgz_cr‰+pzZÁxyphb:Ÿ s„pzZe\÷þ dep‚bId<br />

s„de_({RYjr˜p‚rf^v)s„de_lY^{Rrus„m„Yjbs%Ÿ m„_:r>_:Y^m„bIdR_mb"fj]eghx xy_cb"p‚xy_<br />

f^Z<br />

de_s>de_:m s>dR_r˜fj]emIb"_7s>_|sƒþ)Yjr¤þ)f^m>s>d Yaq|phr>ptsƒs>fs„de_ghpz{emIY[m„i<br />

þ<br />

f[vƒs„de_ m„_"s>m„ph_q^_cx Y^m˜s„phbgz_crr˜dRY^m>_¦s>dR_(r>Y#¤_m„_:r>_:Y^m„bId¨j]R_:r/<br />

s>phf^ZRr7fjmX¤_s>defyxyfjgzfj\^ph_:r<br />

`7dRphr7sui|n¾_f[vZRYçq|pz\•Ÿ s>phf^Z…þ pts„dephZ<br />

Y r˜_slf[v9nÁY[n¾_mIrlbY^ZXr˜]RnenÁfjm˜sÃ]Rr>_mIr(phZY¤ YE¥|pzZR\ÐY¦¤f^m„_<br />

pzZyv fjm¡¤_cx xy_cb"p‚r˜phf^ZfjZ def¨þ<br />

þB_:gzg¤Y(nÁY[n¾_mF5es„rs„de_phmapzZev f^m¡<br />

¤Y[s>phf^ZÃZe__cxer<br />

ef^m+m>_cY^r>f^ZRr7f^v b"f^ZÁr˜p‚rus„_ZRbï ÜY[ZRẍ bf^n|i|m>ph\^d•s! Bs>de_cr˜_%Y^{"<br />

s>_:Z þB_:m>_ÃZef[s s„de_¨Y[{Rr˜s>mIY^b"s„rnem„fyxy]Rb"_cxÐ{|iÿs„de_<br />

r˜s>mIY^bsIrf[v<br />

{e]ys {|iÿnem„f[v _:r„r>pzfjZRY[g7Y[{Rr˜s>mIY^b"s>fjm„r:‰ Y[ZRx<br />

f^m„ph\^phZRY[g7Y[]ys„def^mIr:‰<br />

{Rrus„m„YjbsIr¦Y^ghr>f xyfjZ[Z s¦Ze_:_:xÿs„f {¾_,r˜_:gtv b"fjZjsIY[phZe_:xÐY[Z|i+<br />

s„de_ v fjm¡¤<br />

¤fjm>_<br />

`7de_:i b:Y[Z bf^Z•s„Y^pzZ nÁfjpzZ•s>_:m„r\ _<br />

phZ<br />

þ m„pts>s>_Z Y^b:b"f^mIxyphZe\s>fÃY[\jm>_:_:x,\^]Rphxy_:gzphZe_cr+Y^ZRxm„_:bf#¤$¤_Z"<br />

f[v%d|i|nÁ_:m>ghphZf b"_:m˜sIY[phZ&nRYjr>r„Y[\j_:rlpzZEs>de_ v ]eghg%Y^m˜s„phbgz_<br />

xeY[s>phf^ZRr% ~ f^m¥^f(Y^ZRx UBdRY[s¡¤ Y[Z/‰'&:‡)(#*+<br />

ZRx…s>dR_i…b:Y[Z,{¾_6-˜_¤¦{Á_cxexy_cx]e\^\j_:r˜s¾s„dRŸ sr˜]RbIdY^{Rrus„m„YjbsIrÇr˜defj]eg‚xa{Á_ƒY^p,¤_cxY[sÇs>de_.-˜nRY^m/<br />

{Á_:_Z xy_¤fjZRr˜s>mIŸ s>_cx þ pzs>d b"f#¤$¤_mIb"p‚Y[g¤nRm>fyxy]Rb"s„r9r>]RbId Yjr<br />

phZyv f^m¤_:x m„_:Yjxy_m1032Xr˜f)¤_f^ZR_…þ def4¥•ZRf¨þr _Zefj]e\^d<br />

s>p‚Y[ghghi<br />

s>de_65Á_g‚xÐs„fÿ]eZRxy_:m„r˜s„Y^ZRx s>de_ {RY^r>phb©¤_s>defyxyfjgzfj\^i<br />

Y[{¾f^]es<br />

]¨phbm>f•r˜f^v sZ rM-<br />

]es>f+^y]p9_09v _cŸ s„]em>_phZ,ˆ fjm„xR‡+_<br />

{Rrus„m„YjbsIrlbY^Z s>d|]Rr…neg‚Yçi Y[ZXp¤nÁfjm˜sIY[Z•s…m„f^gh_¨v f^m…s>dR_<br />

Y[ZÁx(\^_:Ze_mIY[g¾\^f•Y[g‚rƒf^v/s>dR_+nRY^nÁ_:m7{e]ysxyf|_:r)Zef^s)Ze_cb"_cr>r„Y[m„pzghi<br />

Y[Zf¨qj_m„q•ph_þ f[v¤nem„_q|phf^]RrþBfjm¡¥ls>fÃY^r„r˜_cr>r<br />

dRYçqj_9_Zefj]e\^d¨f^v<br />

Zef^Z" šghpzZe_cY[mXm„_:YjxyphZe\ f[v s>_|s>]RY^g`¤ Ÿ s„_m„phY^ga2 s>de_ nem>fyb_:r„r<br />

de_m„_{|i%m„_:Yjxy_mIr _b(b"ph_Z•s>ghi%sIYE¥j_phZ s>de_b"fjZjs„_Z•sƒf^vGYs>_|s<br />

þ<br />

Y[m„{epts„m„Y^m>iÐv Y^r>dephf^Z v m„f#¤ b"f^Z<<br />

{•ic§u]__¤phZe\^ghi<br />

þ de_:m>_ÃY b"_:m˜sIY[phZÐY[m>s>p‚b"gh_lp‚rr˜pzs>]RY[s>_cxÿpzZÐs>de_75R_:ghxÐf^m%dRf¨þ<br />

Y[m>s>p‚b"gh_:raY^m>_m„_g‚Ÿ s>_cxs„f,_:Y^bId f[s„de_m8Ü‹apzmIb:9j‰;&:‡j‡_Z•sIr‰/r>_:b"s>phf^Z de_:Yjxy_mIr‰/b:Y[nys„pzfjZRr:‰<br />

Zef¨q|p‚b"_m„_:Y^xe_mc‰er˜]RbId¨Y^Z,Y^{Rr˜s>mIY^bsþ)f^]RghxÃ{¾_s>f|fs>_:m„r>_#=ev f^m<br />

¢6d<br />

f^ZRgzphZe_:Y^m9m„_:Y^xepzZe\¨p‚rsui|nep‚bY^g¤v f^mr>bpz_:Z•s>p‚rusIre €ƒpzm„_ghghp<br />

_:yn¾_m„pz_:ZRb"_cx m„_:r>_:Y[mIbIde_:m„rs„de_aY[{Rr˜s>mIY^b"sƒþBfj]eg‚x nem„f¨q•p‚xy_+]eZ"<br />

_"s„b<br />

Ze_cb"_:r„r„Y[m„iÃxy_s„Y^pzg<br />

¢?><br />

_"slY[g<br />

Z Y^xRxypts„pzfjZ/‰ {Á_cbY^]Rr˜_%s>de_Y[{Árus„m„Yjbs+p‚r<br />

‰F&c‡^†#fC= ~ YE9_:m¡¤ Y^Z/‰g&c‡^†j†) != pzslr>_m„q^_:rs„fÿ_:b(b"ph_Z•s„gzi<br />

Yn¾f^phZ•s>_:m9s>f Y[ZÐY^m˜s„phbgz_lZef[sp,¤$¤_:xyp‚Ÿ s„_ghi Yçq¨Y[phghY^{egz_j‰Gs„de_<br />

{e]ephghx Yh¤f|xe_g f^vƒs>dR_s>_:|sZ r9r˜s>m„]Rb"s>]em„_ Y^raþ)_ghg Y^rs>f¨_


ÖYkwi¡ojmu‚t+v‡iu


]!0=!0;6V"%$!01U$/W$!.£0<br />

T-,£7&VU01"WX"'Y"*MZ:$/G"4R$[&VZ2$/.¡,MZ\<br />

AQ


z h8k z kN%Yn­GMH©L8P;Y z V z Y:h®Y:GM¥<br />

L8k?N8R:GMY¤H^R,Y¬.L8P^VLjLP;YUN8kXIK7LGMkH<br />

z hk¢^XMY¤i?JkhJG/žjVx±E¯•b°²¯ z h8k¢;XMY¤i³GSN<br />

L8P^Y:h>N8kXImYN¤Vx¯•e©°<br />

TEOWVXMYN©VH^VXI§E´:Y¤n‡N8Y:mY:hVX>PK^H^n7hY¤nµGIHLh8k7n7KqR¢L8GIkH–N%YR¢¥<br />

z V z Y¤hNlž hkiLOWk·n;V©LV¸R,kXM¥<br />

L8GIkHqNokž¤NR,GIY:HL8GMpqRxhY¤N8Y¤VhRP<br />

z XIk©§tL8kwž K;XMp^XIXQL8P^Y»R,kili>K;H;GSR:V©LGMmYukVX#kž½OQhG/LGMH;¸V<br />

Y:i<br />

V z Y¤h¤|ÅĽH;YªN8K^RP hP;Y:L8khGSR:VXjiUk©mY»GSNcLkÆilkLGMm©VL8Y»LP;Y<br />

z<br />

K;H^n;Y:h.L8P^Y+P;Y¤Vn7GMH^lÒ`Ó;Ô%ÓÕ¢ecÖcbfÕ±C|<br />

H^N z Y¤R,L8GIkHØkžªGIHL8hk7n7K^R¢LGMkHØN8Y¤R,L8GIkH^NvGMHÙkK^hrR:kh z K^N<br />

×<br />

z N¦n7Y:p^H;Y¤n?¢E§?T7OWVXMYN:yq¿W«½ÀjTuiUk7n7Y¤X<br />

N8P;k©O#YnoLP^V©LQLP;YœN%L8Y<br />

z P^Y:H;kiUY¤H^VÈV©LwL8P;YÇh8GIPL<br />

n7YN8R:h8GI¢qYvL8P^YÇVh8K;ilY:HLVL8GIkH<br />

Y¤VXIN8klk¢^N8Y:hmYncVlOQGSn7Y+hVH;Y®kžCilY,LV©¥R,kililY:HLN.GMH<br />

Ú<br />

z K^N­ZÛLP;Y­K;H^n7Y¤h8XIGIH;Y¤n z P;hVN8Y¤N>GMHvL8P^Yxh8GIPLlP^VH^n<br />

kK^hlR:kh<br />

€w…’ŒW“ŸŠ‹ˆ‚Ž5‚†ÊàŠÆ©‚…E#—7‚#…ŠÇ„`á>ŽAâ#‚…Ž`—7‚<br />

kh+V¢^N%L8hVR,LN®R:VH;¥<br />

«¦XML8P;kK;PªO#YlVhK;YnxLP^V©L¹K;GSn7Y¤XMGIH;Y¤N®ž<br />

kh8i›VL8GIkHUGMH>L8P;Y¦n;Y¤NR,hG z LGMmY<br />

N8R:GMY¤H^R,YNûrL8P;YWi›V©ükh8GML§+kž•GMH7ž<br />

z h8YN8R:h8G z L8GImYªV¢^N%L8hVR,L8GIH;·XIG/LY:hV©L8K^h8YwN%Y¤Y:i›NoLkÆP^VfmY<br />

VH^n<br />

£¢¥¤§¦©¨ckh¦þ ¤¨”kžŒLP;Y¹ž K;XIX`Vh8L8GSR,XIYJ<br />

[|.L8P;Y¤þ®ÿ¡<br />

Â;|.L8P;Y£¤¢¨ckh¨£¤§¤¤§£'J<br />

^|.L8P;Y"!"¨¥¦:ÿ#¡¦©J<br />

|¦VH^n&%¤'ÿ¦)(*¤'¦½kh+!,¨-¤+¨'¡/.£(*¤'¦<br />

$<br />

K;XIX;Vh8L8GSR,XIY'GIH¤LP;YWN8Y:HqN%YWkž;kË•Y¤h8GIH;csV z VhV¥<br />

mY:hN8GMkH+kž7L8P^Y1ž<br />

P;hVN8YQkžAY:mY:h§œhP;Y,LkhGIR¤VX^N8Y¤R,L8GIkH^{¤kž‹L8P;Y®N%kK;hR,YjVh%LGIR:XMY|<br />

z<br />

}C~ ß<br />

acbdfe,g©J©OQP;Y¤h8YWVjilk©mY<br />

GIHAJK;H;GMLNOQP;GSRPUT7OWVXMYN#Z%[¤\]^[_`R:VXIXSǸ<br />

N<br />

GSNon7Y,pqH;Y¤nrVNtsVtN%Y¤ilVHL8GSRuK^H;G/LohY:XSV©LY¤nvL8kwLP;YxOQh8GML8Y¤h¤y<br />

z K;h z kN8Y¤{;|<br />

H;kLj¢•Y>LV¨Y:H»VL¦žVR:Yœm©VXIK;YœOQP^Y:H©n7YN%GIH^GMH;uV›P;GIP7¥‰XMY¤mY¤X<br />

hViUY¤O#kh8¨ªž khlkH7¥§XIGIH;Y?V¢^N%L8hVR¢LN:JCLP;Y:hY?GIN›Vi z XMY?GMH;ž kh8¥<br />

ž<br />

LP;YuXIGML8Y:hV©LK;hYcOQP;GSRPÆR:VH·¢•YuK^N8Y¤ņ L8k©GIH7ž kh8i<br />

ilVL8GIkH·GIḨ<br />

kh<br />

n7Y¤R:GIN8GMkH^N1V¢qkK7LWV>n7Y¤N8GIhV¢;XMY½VhK;ilY:HLV©L8GImY¦N%L8hK^R,L8K;hY¦ž<br />

€w1‚ƒ#„`…‡†‰ˆ‚Š‹ˆ‚†§„Œˆ# Ž`ˆ#‘Ž`…’#“”Š•ˆ‚Ž5‚†§„Œˆ<br />

}C~}<br />

†§ˆ–…ŠqŠ•ŽA…—ƒ˜ŽA…‚†§—^§Š•<br />

V¢^N%L8hVR,LN¤|<br />

K^H^R¢LGMkH£kž<br />

«½N›GIN›L8P;Y©R¤VN8Y­OQG/LPrL8P;Y©R:kiliœK^H;GIR¤V©LGMmYuž<br />

TEO.VXIY¤N.Z[\\š_ŒR,XSVGIilNLP^V©LCLP;YQi›VGIHUR:kiliœK;H^GIR¤V©L8GImYWkVX<br />

h8ki¡L8P;YtK;HE¢;GSVN8Y¤n£hY z kh8L8GIH;vkž¤hY,¥<br />

kžUVHŸVK7L8P;kh¤JjžVhuž<br />

z V z Y:hJL8P;Y+R,kiliœK;H;GSR:VL8GImYjž K;H^R¢LGMkHukžVHuV¢;¥<br />

L8P;Y®OQP;kXIY<br />

NLhVR¢LjGSNjkH;Yœkž1VoH^Vh8hk©OÈhVH;Y¤kž²L8P;GIH;N:¬QGML¹R¤VH»¢•Y>VH<br />

z kh8¥<br />

N8Y¤VhRPAJGSNCLkœR,kHmEGIH^R,YQhY¤Vn7Y:hNCkž•L8P^Y¦m©VXIGIn7GML§lVH^nUGIi<br />

z V z Y¤h¦h8Y¤mEGMY¤O#Yn<br />

LVH^R,Y+kžŒLP;Y+OWkh¨•J7GIHxkhn7Y¤h.L8k›P^VfmYjLP;Y<br />

z kh8L8GIH;lL8P;Y¤L8k z GIR+kžŒLP;Y+ž K;XIXCVh8L8GM¥<br />

GMH^n;GIR¤V©L8GImY¤V¢^N%L8hVR¢LJ;hY<br />

kh8i›VL8GImYcV¢^NLhVR¢LJ`hY z kh8L8GIH;­L8P;YcL8k z GIRokž<br />

R,XIYJkh>VHtGMH7ž<br />

kN8G/LGMmY:XI§©VH^nªLPKqN z K;¢;XIGIN8P;Yn5|c«¦hK^iUY¤HLV©LGMkHªGSN+K^N8Y¤n<br />

z<br />

z hY¤N8Y:HL8YnohY¤N8Y¤VhRP›O.VNWV>R:kHL8hGI¢;K7L8GIkH<br />

L8klN8P;k©O£L8PqV©LWL8P;Y<br />

L8P;Y1N8kK^hR:YCVh%LGIR:XMY'VN5OWY:XIXVNAG/LNAi›VGIH®p^H^n7GIH;NŒVH^n+R:kH^R:XMK;¥<br />

N%GIkH^NUZ§¿#hY:ililGIH^N:J²[\\ã;Ã5ÀQk©OQXIY:§JC[\]Â_¢|¹«jN®GIH©LP;YUR¤VN8Y<br />

K;HqR¢L8GIkH©kž1V¢;¥<br />

kž²h8YN%YVhRP?Vh%LGIR:XMYN:JqL8P^Y>R,kiliœK;H;GSR:VL8GImY¹ž<br />

z Y¤R¢LV©LGMkH^N1kž5L8P;Y¤GMhWhP;Y,Lkh8¥<br />

NLhVR¢LN1P^VN1XMYn›Lk>R,kiliUkH›Y,º<br />

z hY¤N8Y:HLY¤nrN%kXMK;L8GIkHrGINo¢qY:L%L8Y¤hoLP^VH<br />

Vn^n7h8YN8N8Y¤nAJ1LP^V©LoLP;Y<br />

z hk z kN8Y¤nc¢§ukLP;Y:hQhY¤N8Y¤VhRP;Y¤hN¤|<br />

L8PqV©L<br />

GIR¤VX‹¢;K;GIXIn;GMH;l¢;XIk7R¨7N:J;N8K^RPuVN+äje¯•e¢Õåæ5ç.å7è±éÕ,bEÓ¯5ê^ë7ìíCe,î<br />

eaóLVRËXIY¤nU¢E§¤ž K;XIXqVh%LGIR:XMYJô©åïM¯›õ½e,g:Óæ§ÔÊg:ëõ®eèî<br />

è8ïIð5è1ñ'Õ,b7ò©æ<br />

bf¯^gJ^Y,LR|®Í#K;ºLkH»VH^n»ÉxYVn7k©O¦N¤Z%[¤\Eö©]_ z h8k¥<br />

bfalace¯5êå;Ôï<br />

z VhV©L8GImY¤N8K;hmY¤§ukž²L8P;YlR,kHLY:HLNjkž1V¢^NLhVR¢LN<br />

mGSn7YUVoR,ki<br />

z PE§7N%GSR:VX'N8R:GMY¤H^R,YN¤VH^n<br />

XIY¤R¢LGMkH^N¤¬¤h8YN%YVhRPªVh%LGIR:XMYN¹GMHwL8P^Y<br />

h8ki¼N%Y¤mY:hVXN8R:GMY¤H^R,YUVH^n<br />

VoilGMºEL8K;hY>kž'h8YN%YVhRP»Vh8L8GSR,XIY¤N¦ž<br />

z PE§EN8GSR:N?n7ki›VGIHA|Þ¾.P;Y¤§ NLK^n7GIY¤n OQP^GIRP hP;Y:L8khGM¥<br />

GMH£LP;Y<br />

÷¯‹ÔÕ,b;ê^Ó7èÔï bf¯qøôªefÔÊù•b;êø<br />

R:VX¦N8Y¤R,L8GIkHrGIHvLP;Y©N8kK;hR,YuL8Y:ºELªZ<br />

Y:H^GIH;Y:Y¤h8GIH;½p^Y:XSn;N¤|¾.P;GSN'VH^VXI§7N%GSNXMYn¤Lk®P^GIN#¿W«½ÀjTœiUk7n7Y¤X<br />

z VR,Y¤{_COQP;GSRPlGIN#N8RP;Y¤i›V©L8GSR:VXMXI§>n;Y,¥<br />

Z,s¢¿#h8YV©LY¦V+ÀQY¤N8Y¤VhRP›T<br />

bf¯q_lR:khh8YN z kH^n^NUL8ktL8P^Y©GIH7ž khi›V©L8GIkHrGIH<br />

õ½e¢g¤Óæ§Ô§øú½ïSg,èÓg8g8ï<br />

kK;H^nAJ.ž khcY:º;Vi z XIYJ.L8PqV©LuV¢^NLhVR¢LN<br />

L8P;Y©V¢^N%L8hVR¢LNoVHqnÇž<br />

N%GSn7Y»kž+L8P;Y©p^K^h8Y<br />

z GSR¢LY¤n£GIHŸÁGMK;hYwÂ7ýL8P^YªhGMPLcP^VHqn<br />

N8P;k©O¦N1Y:º;Vi z XIY¤N1ž h8kĩ<br />

kK;h.R,kh z K^N¤|C¾.P;GINWilk7n7Y:X5n7YN8R:h8GI¢•Y¤N<br />

z kh%L+i›V©LY:hGIVX²ž h8ki¼LP;YoôªefÔÊù•b;êtN8Y¤R,L8GIkHA|<br />

L8Y:HqnªH^kL¤Lkxh8Y<br />

¾.P;Y:hY.GIN#N%GIilGMXSVh²hY¤N8Y¤VhRPUkHlilY¤n7GSR:VX^V¢qNLhVR¢LNQZ§T7VXSVY:h8¥<br />

hkLkL§ z GSR:VX`h8P;Y:L8kh8GSR:VXA¢;K;GIXIn;GMH; z XSVH^Njkž²GMHLh8k7n7K^R,L8GIkH^N¤J<br />

z<br />

z GSR:VXMXI§<br />

¢^VN%YnrkH£LP;Y©hP;Y,LkhGIR¤VX¦ilk©mY¤NlLP^V©LxVK7LP;khNlL§<br />

ÉxY:§Y:hJ;[¤\\Â_VH^nlN%k7R,GIkXIkGIR¤VX;VH^nUPK^ilVH;GML8GIY¤N'V¢^NLhVR¢LN<br />

ZÉxGIXIVN¥ÍWhVR,k©mEGSRJ^[\]Eö_¢|<br />

¾.P;Y¤h8Y›GSNœVxR:kH^N8Y:HqN%K^NœV¢•kK7L¤LP;YcR:kHL8Y¤HL>K;H;GMLN¤kžQGMH7¥<br />

khilVL8GImY1V¢^N%L8hVR¢LN5ž khN8K^RPœVh%LGIR:XMYǸ GIH¤LP;Y#Y:º z Y¤h8GIilY:HLVX<br />

ž<br />

z hY¤N8Y:HL8YnÈZÊÉxk©mY»Â_¢JQOQP;GSRP£R:VH<br />

H;Y¤Y¤nÇž khoL8P;YxhY¤N8Y¤VhRP<br />

^|;¢E§ z kGMHL8GIH;okK7LjVlOWY¤V¨¥<br />

¢•Yœn7kH^Y+GMH»n7GMË‹Y:hY:HL¦OWVf§7N¤J7Y|<br />

z hY:mEGIkK^NWV z^z h8kVRP»ZÊÉxk©mY¹Â«®ÌÍQ_'kh#¢E§›Y,º z XIGSR¢¥<br />

H;YN8NWkžV<br />

z Y:hGIiUY¤HLVXQNR,GIY:H^R:Y¤N¤|¸ÉxkN%LlVK7L8P^khN<br />

R,kHqR,Y:HLhVL8Y¤ntkHÆY:º<br />

khi›V©L8GImY#V¢^N%L8hVR,LǸ N8P;kK;XIn¤iUY¤HL8GIkH¤LP;Y'ž kX/¥<br />

VhY:YCLP^V©LCGIH7ž<br />

GML8XI§lN%LVL8GIH;+LP;YjhY¤N8Y¤VhRPlÎK;Y¤N%L8GIkH»ZÊÉxk©mYj¿._¢|EϦkLYQL8PqV©L<br />

z XIVf§7NoVH GMi z kh8LVHLuh8kXMY­ž khoL8P^YªR,XSVNN8G/pqR¤V©LGMkH<br />

R,kHL8Y,ºEL<br />

kK^hjGIH7ž khi›V©L8GIkHxK^H;G/LN>ZÊ«jÏ®T × JC[¤\ö\;Ã × T^Ä>J`[\ö©ã^Ã<br />

XMk©OQGIH;lž<br />

нVf§J5[¤\\ý7Ã7ÀQk©OQXIY:§J•[\]Â7Ã^¿#h8Y¤iliUGIH^N¤JA[¤\\ã_¢¬<br />

z XMYlN8Y:HL8Y¤H^R,Y<br />

kžWVcN8Y:HL8Y¤H^R,YUGMHtTEO.VXIY¤N¤y•N8§7NLY:i­¬QL8P^Y>Y:º7Vi<br />

kh.Éxk©mY®ÂÐÑZOQP;GIRP?RP^VhVR,L8Y¤h8GI´:YNCL8P;Y®OWkhÜVR¢L8KqVXIXM§lhY,¥<br />

ž<br />

kh8L8Y¤noGMHcL8P;Y¹Vh8L8GSR,XIY_'O#kK;XIncR,kHqNLG/LK7L8Y®Vœn7GMË•Y¤h8Y¤HLWilk©mY<br />

z<br />

z;z Y¤Vh8YnÆLk©OWVhn^NœLP;Y»Y¤H^nrkž®L8P;YªVh8L8GSR,XIYJWkh<br />

GMž¹GMLcP^VnrV<br />

khjkK;h z K;h z kN8Y¤N¤Ã;L8P^Y>VK;L8P;kh¤y N.L§ z ¥<br />

XIY:mY¤X`kž²V¢^N%L8hVR¢LGMkHcž<br />

z hY¤NN%YnuVN z h8Yn7GIR,LV¢;XMY®LY,ºEL8K^VXAilk©mYN:J<br />

GSR:VX5GIHL8Y¤HLGMkH^N¤J7Y,º<br />

HvXIGMH^YxOQG/LPvLP;Y¤N8YxhY¤R,kiliUY¤H^n;VL8GIkH^N¤J#É»VH;H;GIH;£Z[\\š_<br />

×<br />

khilVL8GImYcV¢^N%L8hVR¢LN+VhY›H;kLlV­ilGMH;GSV©LK;hY<br />

VhK;YN®L8P^VLœGMH;ž<br />

z K7LV©L8GIkHqVX<br />

N8Y:Y:i–L8k>Y¤H;Y:hVXIGM´¤YQO#Y¤XMX^L8kœL8P;Y®n7ki›VGIH›kžAR:ki<br />

XIGMH;K;GSNLGIR¤NQVH^n­R,kH;GML8GImY¹NR,GIY:H^R:Y|<br />

z Y:hG z P;Y:hVXS{lR,kH;¥<br />

¾.P;Y¤h8Y¹GSN¦ilkhY+n7GSN8VhY:Y:ilY¤HL¦V¢qkK7Los<br />

/¤`ÿ¡'43456'(7¨'£8.:9;(7'¡¡<<br />

L8Y:HL¹K;H;GMLN¤JAN%KqRP©VN10.£2<br />

N8GIn7Y?kž¹ÁGMK;h8YxÂ_,|ƾ.P;YxN8kK;hR,Yukž½kK;h›R,kXMXIY¤R,L8GIkH·¢•Y:GIH;<br />

K^H;ilkEn;Y:hV©L8YnwiUYn7GIK;i­J²OQh8GML8GIH;»N%L§XIYoGIHtL8P;Y?Vh8L8GSR,XIY¤N<br />

VḨ<br />

hkiØž khi›VX5LkuÎK;GML8YœGIH7ž kh8i›VX§|¦«¦¢•kK;L®VlLP;GMhnxkž<br />

m©VhGMYNQž<br />

kh>N8K;¢^N8Y¤ÎK;Y:HLXM§wY¤n7GML8Yn^_<br />

L8P^YuVh8L8GSR,XIY¤N¤O#Y¤h8YoH^kLœOQhG/L8L8Y¤HŸZ<br />

£¨>=¤ £2?3!,¨.£¨@=¤ £2?3ÝVH^nBA"..²|<br />

(7'¦39Wÿ¡‹ÿ<br />

z Vh8L8GSR,K^XIVh®GIHL8Y¤h8YNL®L8k­K^N®GSN®L8P;Y›R,kHL8Y:HL¹K;H;GMLC0.£2<<br />

Äjž<br />

/¤`ÿ'¡²|²«jR¤R,khn7GIH;œL8k›«¦XIXMY¤§©Z[\\ã_QJ¥0.¡2 ¤Œÿ¡'¡©GIN<br />

<br />

K^X‹R:kHL8Y¤HL.K^H;G/LQGIHuVH?V¢^NLhVR¢LWG/žG/LQGSN#hY¤N%L8hGSR¢L8Yn›Lk<br />

VœK^N8Y,ž<br />

z YV¨Y:hN>kž¤Ü'H;XMGSN%P`|Ÿ«¦XSN%kqJ#ilY:LV©¥R,kiliUY¤HLN<br />

¢E§ÆH^VL8GImY»N<br />

z YR¢L²Lk¹L8P;YQhP;Y,LkhGIR¤VX<br />

H;Y¤Y¤nUH;kL'¢•Y¦K;HqViœ¢^GMK;kK^NCOQGML8PlhY¤N<br />

ilk©mYœL8P;Y¤§»N%GIH^VXÊ|¤ÏjY:mY:h8L8P;Y¤XMYN8N¤J‹O#YUR,XSVGIiÝL8P^VL¹k©mY:hVXIXÊJ<br />

L8P^Y:§+VhY#N%L8GIXMXkEk7n+Y¤H;kK;P¤GIH^n7GSR:V©LkhNAkž;h8P;Y:L8kh8GSR:VXN%LV©LK^N<br />

¢qY¤GMH;lLP;Y¤pqhN%LjN%Y¤HL8Y:HqR,Y¤kžLP;YœV¢^NLhVR¢L|QÄjLP;Y:hjVK7L8P^khN<br />

ZÀQk©OQXIY:§J•[\]Â7Ã;¿#h8Y¤iUilGIH^N¤J5[¤\\ã_'h8YR,kililY:HqncH;kL#LklGMH7¥<br />

GIH7ž khi›V©L8GIkHvV©L›VXIXÊ| Ú Y?¢qY¤XMGIY:mY<br />

R,XIK^n7Y­VHE§t¢^VRËhkK^H^ņ<br />

khilVL8GIkHªGIN z kLY:HL8GSVXIXM§xGIi z kh%LVHL¤J<br />

L8P^VL¹¢qVRËhkK;HqnxGMH;ž<br />

K;X.GMHÇV z hVR,L8GSR:VX§J²N%PqVXIXMk©OÞËGIH^n·kž<br />

L8kw¢•YuY:ºLh8Y¤ilY:XI§wKqN%Y:ž<br />

n7GSN8R:kK;hN8Y®VH^VXI§7N%GSN:|


DFE8G-H&IKJ4LNMPORQ¥STVUWMPX¥UZY[\QFOH]]U^OE¥]V_<br />

c+dWef7ghfjik\lVmnio6p#edjfWorq sht-u8v+wbx©yrz|{}v~rxV{}v€ux)y€yPv vƒ‚Fx„)…‡†)ˆ¡‰j‚K„Š‰j‚8z‹vƒ…vƒyrz ‰W‚ŒzWu8vxƒRw ‰*~ x)z7‰*†)‚<br />

`Vab`<br />

†"{)‰ ‘?vƒ… vƒ‚z’©‰j‚{)y“†‡Ž€w ‰j‚}„)”n‰Wyrz7‰7~{R†©Šx)‰j‚y+•#•#•<br />

†‡Ž;ŠxR~ruK‰W‚v+w^vx)…r‚8‰W‚K„,z<br />

`Va –<br />

—Be˜¥fjikFoPš£fjlŒkmnimKp#edjfZ›Re8oœfZi/<br />

)¡r¢K£)¤ ¥V¦§¨"¢n§¥œ©«ª^¬6¨£V¬œ­4®°¯<br />

ž7Ÿ8<br />

vƒ‚²z † wb†)z«‰jyƒ† „Vwb†)y yPvƒyr³4{RvPw ‰j‚vx)z*´<br />

s\t-u8v;z7…xV{)‰jz7‰*†)‚xVw£xƒV…†œxR~ruCux)y+±rv<br />

v*„)‰*†)‚y€ˆ/u8vƒ… v€zWu8v+yƒx),v€ˆ†)…{Š‰jy°”KyPv{°Ž6†©…€zWu8v“yƒx)Šv~ †)‚~rv‹z‹•<br />

‰j‚K„1…<br />

ž*¨n¬6µ¡P¤ b·¸ b¥)§¥)¹£·º8¬6§¥V»Š¬6§8 R­<br />

x)”KyPx©z7‰j¾)v?x)‚{°zWu8v«~rux)‚K„}v«†‡Ž¾©†©‰*~rv<br />

s?¼r‚zWu8vN½Kxƒnx)‚vƒyPv«wbx)‚K„)”xœ„}vƒ³¥zWu8v|~<br />

v€… vxVw ‰^¿#v{À±PÁ"xœ„œ„Vw ”Kz7‰j‚x)z7‰*†)‚y+†‡Ž;zWu†)yPvx)”VÂ)‰7w ‰7x)…ƒÁŠ¾)vƒ…P±Py+x)zzWu8v+z x)‰7w<br />

x)…<br />

vƒ‚zN¾)vƒ…P±Py6• †‡Ž“~P”n…r…<br />

à ĊmKÅ-fWmKÆŠfjikhš/p#mnÅ-fWÇ,p#mn6mKe8p©l©È sÊÉ«…‡†)ˆ¡‚Fvƒz|xVw^•+ËÍÌVÎVÎ)ÏœÐ1y ”V„œ„}vƒyrz xÊ~6wbx©yryr´‹± x)yPv {>‚8´j„)…‡x)ÑŠ†œ{RvPw‰j‚<br />

`Va<br />

‰j‰jwbx)…«~ †œ†œ~ ~P”n…r… vƒ‚~rv“{©‰jy z7…ƒ‰*±P”Kz7‰*†©‚8y4x)…v°~6w ”Kyrz‹vƒ…v{<br />

ˆ£u}‰*~ruˆ§†©…{)y|ˆ¡‰jzWuy<br />

yPvƒy6• ‰j‚Œˆ†)…{"~6wbx)y<br />

DFE8G-HFÒJ4LNMPORQ¥STVUWMPX¥UZY[\QÓY¥UZÔXH<br />

c“Ç/io6mKp#ÖlRdWefjgFfjik sØד†©ˆNvƒ¾)vƒ…r³ˆNv+x)…*„)”8v+zWunx)z y ”~ruÓŽ6†)…rŠxVw ‰Wyryӆ͑°vƒ…Ùw ‰Wz7z*w^vhuvPw Úz †<br />

–)Õ<br />

x)z7‰*†©‚xVw/w ‰W‚K„)”K‰jy z7y;‰j‚Š…‡xR~Pz7‰*~rvœ•<br />

~r†©°”Kz<br />

–)Û Üƒi/Ý/fjl)e8oœfji-k&eÞkeš s•#•©•P‚† Ž6†)…rŠxVw)Žƒ…‡x),vƒˆ†)…’ux©y“±rvrvƒ‚"…‡†ƒn†)yPv{)³§z †"†)”K…°’©‚†)ˆ«w^v{œ„}v ³<br />

¥©¤<br />

†“…v „)”nwbx)z‹v?zWuv4‰j‚8z‹vƒ…‡xR~Pz7‰*†)‚À±rvƒz7ˆ§vrvƒ‚C… v*„)”nwbx)…?x)‚{vÂR~rv‹z7‰*†)‚xVwn„)…x©1´<br />

z<br />

xVw… vƒyƒ†)”K…‡~ƒvƒyP•<br />

Šx)z7‰*~<br />

–Vß à1Çmn6oœfZi-Ö ÄŠefWœfjik s&áx)‚\zWu8v"…vƒyrz7…r‰*~Pz7‰j¾)vn†©ˆNvƒ…C†‡Ž,xŒy ‰j‚K„Vw^v"~r†©‚8y z7…x)‰W‚8z+±rvÀvƒy z7‰j1x)z‹v{<br />

¥©¤<br />

‰*xR±6w^v?ˆx)Áz †1xVwjwb†)ˆ:x)‚Œvj‘°v~Pz7‰j¾)v;yƒ~ru8v{)”nw ‰j‚K„°…‡†œ~rv {©”n…v±rvƒ‰j‚}„<br />

‰j‚x…vPw<br />

{}vƒ¾œ‰jyPv{â<br />

–#ã c“i¥o6fji-ÇfjikÓeho6p#eÝ/fWo6fWi s\t-u8v€… vƒ1x)‰j‚8‰W‚K„,‰Wyry ”8v ‰jy+z †€ä‚{ŒxÀˆx)Á†‡ŽŠ±rvƒz7z‹vƒ…xR~ ~r†©”n‚z7‰j‚K„;ŽP†)…<br />

¥)¤<br />

Á),vƒz7…r‰*~ xVw/xR~ ~ †)Š†œ{Rx)z7‰7†)‚•<br />

”n‚y<br />

DFE8G-HhåJ?æ+Ô8ÔçèK_-UWY[ÓQÙYUZÔXH<br />

é1Ço6djfji/fji-k&š/Çp#š6m sêt-u8v+x)‰j@†‡Ž;zWuK‰jy§nxƒvƒ…“‰jy°z † vÂRx)‰j‚vÊzWu8vÊ…‡†Vw^vÊzWux)z\z7…x)‰W‚8‰j‚}„<br />

Ãnab`œÕ<br />

xœ„œ„)‰j‚K„“…†œ~rvƒy y•©•#•<br />

wbx)Á©y;‰j‚ŒzWu8v€z<br />

Ãnab`œÛ ë"i/iÇ/i/lRfji-kÙš/p#m6mniop#mn6mKe8p©l)È s€¼r‚ŒzWuK‰jyNnxrvƒ…ƒ³ˆ§vx)…7„)”v“zWux)z ‰j‚y z‹v xV{†‡Ž4xƒRw Á©‰j‚}„“zWu8v°x©…6±P‰jz7…‡x)z7‰*†)‚<br />

¥©¤<br />

y€z †"zWu8v+{)‰jyƒ~ †)”K…ƒyPvw^vƒ¾)vPw ³¡‰jzy‡u†)”nwb{C±rv+xƒRw ‰ v{Šz †}•#•#•<br />

…†œ~rvƒy<br />

– ë"i/iÇ/i/lRfji-kÙš/p©fji/lRfWš/dWmhì¡iÝ/fjik sí¼r‚h†)”K…+~ †)… ”Ky€yrz7”{)Á©³ˆNvŽ6†)”K‚{ŠzWux)z zWuK…v vÙz7ÁrvƒyÙ†‡ŽÞ”nz7z‹vƒ…‡x)‚~rvƒy<br />

Ãna<br />

³|… v‹vƒz7‰jz7‰*†©‚8yx)‚{"yr”KŠx)…r‰ vƒy ЊˆNvƒ…v1~ †)‚8y ‰jy z‹vƒ‚8z*w ÁC”Ky6v{Cz †<br />

Ë^8…†)?z7y<br />

†)‚8z7…‡†Vwy‡uK‰ Žƒz7yP•j•#•#•<br />

yr‰b„)‚xVw-~<br />

à ܃i/Ý/fjl)e8oœfji-k&ep#oœfjlRdWmh6o6p©Ç/lVo6Çp#m sît-u}‰jyNnxƒvƒ…€‰jy€†)…*„Rx)‚‰^¿#v{Àx)y¡ŽP†Vwjwb†)ˆ¡y ï ðvñ±ƒv*„)‰j‚ò‰W‚òóv~Pz7‰*†)‚<br />

Ãna<br />

ô áõ|ö÷ø«±PÁ1vÂRx)‰j‚‰j‚K„“zWu8v°{)‰jy z7…r‰*±P”Kz7‰*†)‚†‡Žn†)y yPvƒy y ‰j¾)v§…†)‚†)”K‚8yP•#•#•<br />

ù§úWûnüýPþ,ÿ¡ £¢¥¤§¦©Ẅþ¢ ¥!þ"¨¤€ú$#&%Óú'¨$Ẅü()#ƒý*¦+#ƒú',nþ1þ"-¡¦ ./¨Zþ0*ý&12nü¥ý435ný6.ü(<br />

09ný§rþ¨:01#*¦Kú'>þ!?¦©@()#ƒý*¦35#6¦©>(!A09nýB¦©@()#ƒý*¦35#6<br />

þ&.þ3#ú7¦©¨'¨'8<br />

09nýB>(+,8ú73#þ1ýPþ¦1!þ©ý*"C<br />

ü/>/Ẅú$`þ?ú'>g.¥üýƒþ¨$8Šþ"-¥;<br />

ú$>()#ƒþ¦!F0aynJ/NazUShPcShL¥SU{|}x/tO~SU€/Ja<br />

Ẅú$,þ!<br />

.-þ)ýƒú'þ">#6¦¨Kýƒþrþ¦Ký*3*%d5¤B%þ)ýƒþ}þ"#&%/¡!¡1¨$ûnúWþO¦KýPþs¨$1>û©;<br />

ýƒþrþ¦Ký*3*%f#&¥¨7§#6%(¦+#¦nýƒþF¦Kûýƒþ)þ!hü/.>Óú$>‚#6%þGp¥þ¨'!‚¦©>e!H!/<br />

0#,ü/>ú$#<br />

SUTOV£C ?ýPþ" ú'>(WXY)#6¦©#ƒþZ#&%(¦©#>ú$#<br />

IKJ/L1M¡NOJ/PRQ<br />

ú$>o351l.¥ü¡#6¦©#ƒú'>(¦¨cẄú'>ûnüú7)#ƒú73"ú'G,+¦1#dh¦©>(!k¦>þ"¤Fdh&%/ý)#&;<br />

ü()#09ný#&%þ1ûú$,þ"><br />

¨Zú',nþ!Aþ5#6%/¡!¡¨'nû18lúWû%#§@-þ1ú'>,þ">#ƒþ!Fƒ<br />

#Pü(!¥;<br />

&%/nü/¨7![>/#@þ"ú'>(35Ẅü(!þ!\ú'>\¦©>]¦©@()#ƒý*¦35#+ü/>/Ẅþ64#6%þ<br />

úWþ£¦nýƒþ+ýƒþ./¨Zú73"¦©#ƒú'>(£ný«þ,+¦©Ẅü(¦+#Pú$1>(^0¡þ¦Ký6ẄúZþ)ý^¤_ý&àCcb4+¤§;<br />

&¨',ú$>¥ûB#6¦1)àdKú'>E¤B%¥ú'3*% 3"¦1rþ_#&%þ§¨7¦©@þ"¨}„6)1¨Zü¡#Pú$1>(…<br />

.ý&1@/Ẅþ"l;<br />

nýPþm¦./.ý6.ýPú'¦©#ƒþ1C<br />

rþ)þ"f§<br />

þ",þ©ýd©!þ".þ">e!ú$>¥û1>K#&%¥þ°ú'>¡09ý&f¦+#Pú$1>g>þ)þ!Od.ýƒþ,ú$ü(h¤ný6`<br />

úZû1%#G¦13i#ƒüe¦©¨'¨$8[%(¦j,þE@þ©þ>k3©þ">#ƒý*¦©Ü#&#&%¥þlýƒúWûnú'>(¦¨ú'>¡09ný&;<br />

f¦+#Pú$1>g>þ)þ!F0/#&%þ°ü(ƒþ©ýCUD§%þ)ýƒþ"09nýPþdj¤°þ_¤§¦©>#h#6.ýPþƒþ©ý6,nþ<br />

¡!ü/¨7¦Ký4¦©@e#Pý6¦13i#C<br />

#&%¥þF.e&ƒú$@¥ú$Ẅú:#8?©0Nú$>(3"¨Züe!ú$>¥ûŒú:#“ú'>üýB<br />

ý6ẄþŠIgJ/LM¡NOJ/P<br />

†íþ‡¦!(!þ!ˆ#6%þ2#¤‰351>1#Pý&+,þ©ý*rú7¦©¨<br />

4>(! ¤°þY¦1!/!þ!‘#6%þ ý6Ẅþ<br />

‹ŠShTOVŒ¦>(!ŽmMO~Vh{UTaShuwhP}C<br />

ù/ný_#&%¥þþ"-¥.þ©ýPú'Àþ>#6?ýƒþ.eý)#Pþ!Œú'>A#6%ú'.(¦.-þ)ýd¤°þm3*%/rþ<br />

#&%¥þA09nü¥ýCûþ">þ)ý6¦¨$¨'8]¦13"3#þ.¡#ƒþ!n3"¦©#ƒþ)ûnýPúWþdU@ü/#E¤°þ?%(¦1!o#&<br />

1)#<br />

’KSh€/v9~hd¡¦£#&%¥þ>(¦þ©0h#&%þýƒþrþ¦Ký*3*%f¦KýPþ¦Fý_0O#&%þm<br />

ú'>\#6%þlp¥þ"¨7!OCfD§%ü(dO¤?þþ">e!þ!:ü/.o¤€ú:#6%<br />

ûnþ">¥þ©ý*¦©¨c.ý&1@/Ẅþ"<br />

)ẄúWû%#&¨'8 ú'>qý6!þ)ýl#&r¦3*%úWþ",þ?%úWû%¥þ©ý<br />

ýPþ!þ"p(>þÓþ¦13*%q35¨7¦6<br />

¦nú$>/;Íú'>(!þ.-þ>(!þ">e3#þC<br />

!¡1<br />

#&%þFƒþ",nþ>H¦nýƒûü/þ">#6¦©#ƒú',nþü/>ú$#6BẄú7#Pþ!Fú$>Ùù§úWûnüýPþF“/C<br />

#&%¥þ[¨'¦@-þ¨' 0nü¥ý ¦>/>/#6¦+#Pú$1>Z63*%þÀþ‚3"¦><br />

”©#ƒþH#6%(¦+#<br />

ù/nýCþ5-/¦© ./Ẅþds¤°þ²ü(ƒþA#6%þ?¨7¦©@þ"¨taSUL1uONOv9SUwcx¥yYJ¡NOzhShP<br />

@-þH>(¦+#Püý*¦©¨'¨$8o!þ5pe>þ!Y@8Øý6%þ"#&nýPú73"¦©¨_ +,nþd}rüe3*%q¦g#&%¥þ


ù<br />

§¥<br />

Õ GÀ/×/¾'ÂÉHÂ"Ç?Ê©Ë<br />

h@iP6jfkmlSj8n§opkmBjfq/@>fFl¡rkmBestlun<br />

Ç&È ×eÂÁ)ã9È1Á&Î Ç&Æ(ÂqÊ©À/Ç&ÈÎfÊ©Ç&¾7Én¿ÂÍ/Â"Á*Ê+Ç6¾$È1Í È©ã<br />

v]ÂZÔ¡ÂÉ"¾'Ô¡ÂÔ<br />

œUž^Ÿrš}£Ÿ(—<br />

•A–^—U˜s£š}›<br />

£¡¢¥£<br />

£¡¢¥£¡¤¥1¦e§/¨/©<br />

Ú+Ê©Ë'À/Â<br />

ÊrÉ5ÈÎEð/¾'Í(Ê+Ç6¾$È1ÍZÈãGÇ&Æ/Â]×/Á&È1ð(Ê©ð(¾$Ë'¾:ÇßqÈ©ãGÇ&Æ(Â[ã9ÂÊ©Ç&À/Á6ÂZ$<br />

Î ÊÁ&ß<br />

×(Ê©¾'ÁKÈ¡É"É"À/Á&Á6¾'Í/¿‚¾$ÍnÊ÷Ì&Â"ÍÇ6Â"Í(É"ÂAÐBÆ/¾7É*Ær¾'ÌF¾'ÍrÇ6Æ/Â?Ì&À/Î<br />

ª¦(«¬<br />

ª¦(«¬'¢/­+®B¯¦(§¡°¡¨/±1²*²<br />

Ì&À(É"É"ÂÌ6Ìã9À/Ë_É"ÊÌ&ÂámÊÍ(Ô]Ç&Æ/ÂA×(Á&È1ð(Ê©ð/¾'Ë'¾:Çß[Ç6Æ(Ê+ÇFÇ6Æ/Âfã9ÂÊ+Ç&À(Á&Â[$<br />

Ü<br />

ÚjÊË$À(Âm×eÊ©¾'ÁBÈ¥ÉÉ5À/Á*̧À/Í(É"ÈÍ(Ô/¾:Ç6¾$È1Í(Ê©Ë'Ë$ß1Õ<br />

³B±´¡©°¡±©‚µY¦e¥¡£<br />

³am¥¡£<br />

Ú+Ê©Ë'¾7Ô/Ê+Ç6¾$È1ÍÄ<br />

X£ÚjÊË$ÀeÊ+Ç&¾'ÈÍ\È©ã^Ç6Æ/ÂgÇ6Á6ʾ$Í(¾$Í/¿HÁ6Â"Ë'¾$ÂÌÈ1Í]É5Á6È1Ì6Ì£$<br />

È¡Ô¡Â"˾'Ì Ç6Á6ʾ$Í(ÂÔZÈÍöÊ]Ç&Á*Ê©¾'Í/¾'Í/¿nÌ)Â"ÇAÈ©ãFÔ¡È¡É5À/Î ÂÍ1Ç*Ì"Ø<br />

Ç&Æ/Â[Î<br />

·s§/¥¡«¦e²*±­+·s¥¦(¯´±1¸<br />

·s§e­+·s¥<br />

¦(´§¡°¡¬'¦(ë­+ºH±°¥»(¦(© ¹ ¦(´§<br />

¹<br />

³B±²*§<br />

³B±²*§/´&°<br />

Â"ÍÇ*ÌKã9Á6ÈΈÈÍ/Â\&ÈÀ/Á6Í(Ê©Ë_ÈÀ¡Ç Ê+ÇEÊ÷Ç&¾'Î Â<br />

Ë$ÂÊjÚ¾'Í/¿÷ÊË$ËÔ¡È¡É5À/Î<br />

Ç&Æ(Â?É5À/Á6Á6Â"ÍÇKÇ&ÂÌÇlÌ)Â"Ç*áiÕ.§Æ(ÂAΠȥÔ/Â"Ë£¾7ÌFÇ6Æ/Â"ÍYÀ(Ì)ÂÔkÇ&È÷Â"Ö]$<br />

Ü<br />

¼ ¦(¨/¢¥´§/²*¬$¦eë­ ¼ ´"¡e¬$¸ ¼ ¦­ ¼ ´<br />

½U¾'¿À(Á&ÂFÃ/Ä^Å4Æ/Â5Ç6ÈÁ6¾'ÉÊ©ËaÁ&È1Ë$Â̧¾$ÍHÈÀ(Á4Ê©Í/Í/ÈÇ6Ê©Ç&¾'ÈÍ‚Ì&É*Æ/ÂÎ Â<br />

ÂÍ1Ç*ÌhÈã/Ç&Æ(£Ç6ÂÌ)Ç<br />

Ç&Á*ÊÉiÇsÉ"ÊÍ(Ô¡¾7Ô/Ê+Ç6Â_Ì&Â"ÍÇ&ÂÍ(É5ÂÌã9Á6ÈÎWÊ©Ë'Ë¡Ô¡È¡É5À/Î<br />

ÂÊ1Ì)À(Á&ÂÌÉ"ÈB$=Ì)ÂË$ÂÉiÇ&¾'ÈÍ]ðeÂ"ÇÐ_ÂÂ"Í]Ç&Æ/ÂfÂ"Ö]$<br />

Ì)Â"ÇÕ^X^Ú+Ê©Ë'À(Ê+Ç6¾$È1Í\Î<br />

Ç&Á*ÊÉiÇ6ÂÔZÌ)ÂÍÇ&Â"ÍeÉ5ÂÌ?Ê©Í(ÔqÇ&Æ(Â÷¿È1Ë'ÔøÌ)Ç6Ê©ÍeÔ/Ê©Á*ÔqÌ&Â"ÍÇ6Â"Í(É"ÂÌf¾'Í<br />

Ü Í¥À/ÎgðÂ"Á§È©ãhÌ&Â"ÍÇ6Â"Í(É"ÂÌ_Â5Ö¥Ç&Á*ÊÉ5Ç&ÂÔ?É5ÈÁ6Á6ÂÉiÇ6Ë$ßlÈ+ÚÂÁ<br />

×/Á&ÂÉ5¾7Ì)¾'ÈÍ<br />

È¡Ô¡Â"Ë Õ?½/È1ÁFÂ5Ö/Ê©Î ×/Ë'ÂØsÙ[È+Ú1ÂÛ1Õ$Û<br />

ÈÍ(ÂÌG¾'ÍYÏ¥ÐÊË$ÂÌ"ÑUÒÓÅÏkÎ<br />

É5Ë7Ê©¾'Î ¾$Í/¿ÞÉ5ÂÍ1Ç6Á6ÊË$¾$Çß¡à1án×/Á&È+Ú¥¾7Ô¡ÂÌq¿È¥È¡ÔŒâ(Ë'Ë'Â"Á*ÌYã9È1ÁYÇ6Æ/Â<br />

Ü5Ý<br />

Ü ÍÀ(Î:$<br />

Ç&È©Ç*Ê©ËÍÀ(ÎgðÂ"ÁHÈ©ãKÌ)ÂÍÇ&Â"ÍeÉ5ÂÌÌ)ÂË$ÂÉiÇ6ÂÔ(á?Ê©Í(ÔöÁ6ÂÉÊ©Ë'Ë<br />

ðeÂÁÈã_Ì)ÂÍÇ&Â"ÍeÉ5ÂÌÂ5Ö¥Ç6Á6Ê1ÉiÇ&ÂÔ÷É5È1Á&Á6ÂÉ5Ç&Ë'ß‚È+ÚÂ"ÁÇ&ÈÇ6Ê©ËcÍ¥À/ÎgðÂ"Á<br />

ÂÕÇ&Æ/§Ì&×eÂÉ5¾$âeÉ£×(Á&È1ð/Ë$ÂÎ<br />

äKåUæ/ç9èlÌ)Ë'È©ÇØ+ÐBÆ/Â"Á6ÂÊ1ÌhémêåUëeìí/îKØ+¾ïÕ<br />

ò©ÓBó¥ô<br />

È©ã£Ç&Æ/Âl×(Ê©×Â"ÁØa¾'ÌÚÂÁ&ß‚Ë'¾$ñ1Â"Ë'ßHÇ&È?ðÂEã9ÈÀ/Í(Ô\¾$ÍkÙ[È+ÚÂ<br />

È©ã}¿È1Ë'Ô[Ì)Ç6ÊÍ(Ô/Ê©Á*Ô‚Ì)ÂÍÇ&Â"ÍeÉ5ÂÌ*áiÕÏ¡¾$Í(É"ÂKã9Á6ÈÎ<br />

Ê©Í¥ß?¿1¾$Ú1Â"Í‚Ç6ÂÌ)Ç<br />

ÊÌEÎ ÊÍ¥ßoÌ&Â"ÍÇ6Â"Í(É"ÂÌlÊ©Á6Â?Ì)ÂË$ÂÉiÇ6ÂÔnÊ1ÌKÇ6Æ/Â"Á6ÂÊÁ&¿ÈË7Ô<br />

Ç&Â5Ö¥Ç<br />

ÂÁ&¾7É"ÊËUÚ+Ê©Ë'À/ÂÌ4ã9È1Ám×(Á&ÂÉ5¾7Ì)¾'ÈÍ÷ÊÍ(Ô<br />

ÌÇ*Ê©Í(Ô/ÊÁ6Ô[Ì&Â"ÍÇ6Â"Í(É"ÂÌØÍ¥À/Î<br />

¾$ÍeÔ¡¾'ÉÊ+Ç6¾$Í/¿fÊl¿1Ê×(à1á5Õ<br />

Ü5Ý<br />

À/Á}Ê©Í/Í/ÈÇ6Ê©Ç&¾'ÈÍgÌ6É*Æ/Â"Î Â_ã9ÈÁ6ÎfÌhÇ6Æ/§ð(ÊÌ&¾7ÌUÈã/Ç&Æ(ÂÎfÊÍÀeÊ©Ë<br />

õ<br />

ÂÕ\.§Æ(ÂE×/Á6ÂÉ"¾'Ì&¾'ÈÍ`_+Á&ÂÉ"Ê©Ë'ËÚ+Ê©Ë'À/ÂÌÈã^Ç&Æ(Â<br />

Á&ÂÉ"Ê©Ë'ËsÊ©Á6ÂKÇ&Æ(ÂlÌ6Ê©Î<br />

¾$Í(Ô/¾$Ú¥¾7Ô¡À(Ê©Ë1Æ/Â"À(Á&¾7ÌÇ6¾'ÉÌOÁ*Ê©Í/¿1Â}ðeÂ"ÇÐ_ÂÂ"ÍgòBa+ó¥Ã1ÃTcb"Ç6Æ/Â^Æ/¾'¿Æ(ÂÌ)Ç<br />

Ê©ÍeÔöÊ©À¡Ç6ÈÎfÊ+Ç6¾'É÷É"Ë'Ê1Ì&Ì&¾$âeÉ"Ê©Ç&¾'ÈÍZÐBÆ/¾'É*Æö¾7ÌAÁ6Â"×ÈÁ&Ç&ÂÔø¾$ÍøÇ6Æ/Â<br />

Í/Â"ÖÇÌ&ÂÉ5Ç&¾'ÈÍÕ<br />

Üedfd Tlá^ÐÊ1Ì_Ê1É*Æ/¾$ÂÚÂÔ À(Ì)¾'Í/¿K×eÊ©Á*Ê©¿Á*Ê©×(ÆØ<br />

É5À/ÎEÀ/Ë'Ê©Ç&¾'ÚÂ4Á6ÂÌ&À/Ë$Ç<br />

Ü ¾$Í(Ô/¾'ÉÊ+Ç&È1Á6Ì*á^ÊÍ(Ô?Ì&Â"ÍÇ6Â"Í(É"ÂË'Â"Í/¿Ç&Æ?ã9ÂÊ+Ç6À/Á6ÂÌÕ<br />

â/Ö¡ÂÔf×/Æ(Á6Ê1Ì)ÂÌ<br />

únûüøýOþBÿFýü¡ £¢Þý¥¤§¦<br />

¨©eg<br />

¨©<br />

Á&Æ/Â"Ç&È1Á&¾7É"ÊË$Ë'ßmÊÍ/Í/ÈÇ6Ê+Ç6ÂÔgÂ5Ö¥Ç&Á*ÊÉ5Ç6Ìcð¥ßKÊ×(Á&È¡É5ÂÌ&ÌUÈ©ãeÁ&Â×eÂÊ+Ç&ÂÔ<br />

Â5Ç&Æ(È¥Ô/ÈË'È¿ß<br />

É5Ë7ÊÌ6Ì)¾$âeÉ"Ê©Ç&¾'ÈÍØ1ðeÈ1Á&Á6È+ÐB¾'Í/¿FÇ&Æ(ÂmÉ"Ë'Ê1Ì&Ì&¾:âÉ"Ê+Ç6¾$È1ÍfÎ<br />

Ü Û"!!#ág¾'Í1Ç6Á&È¡Ô¡ÀeÉ5ÂHÇ&Æ/‚Í/ÈÇ&¾'ÈÍøÈ©ãGÉ5È1Á&×/ÀeÌ%$<br />

ð(Ê1Ì)ÂÔÊð(ÌÇ6Á6Ê1ÉiÇ6¾$Í/¿eÄhÇ6Æ/Â"ßÁ&ÂÉ"Ê1ÌǧÇ&Æ(Âm×(Á&È1ð/Ë$ÂÎ2È©ã}Ì&Â"ÍÇ&ÂÍ(É5Â<br />

Â5Ö¥Ç6Á6Ê1ÉiÇ&¾'ÈÍEÊÌcÌÇ*Ê+Ç&¾7Ì)Ç&¾7É"Ê©Ë¡É"Ë'Ê1Ì&Ì&¾:âÉ"Ê+Ç6¾$È1ÍÕhÙ[È1Á&ÂÌ)×ÂÉ"¾:âÉ"Ê©Ë'Ë'ßØ<br />

GÀ/×/¾'ÂÉw1'3¥46587¥.§Æ(ÂðeÊÌ&¾'É_×/Á6È¥É"ÂÔ¡À(Á&Â_ã9ÈÁcÇ&Æ(§Ì&Â"ÍÇ6Â"Í(É"Â<br />

ã9Á&È1ÎM<br />

Â"ÍÇ ¾'ÌgÇ&Æ/Âã9ÈË'Ë'È+Ðt$<br />

Â5Ö¥Ç&Á*ÊÉ5Ç&¾'ÈÍnÊ©ÍeÔYÉ5Ë7ÊÌ6Ì&¾:âeÉÊ+Ç6¾$È1ÍrÂ5Ö¡×eÂÁ&¾'Î<br />

À(Ì&ÂoÌ)À/×Â"Á6Ú¥¾'Ì&ÂÔ Ë$ÂÊ©Á6Í/¾'Í/¿nÇ6ÈZÊÀ¡Ç&È1Î Ê©Ç&¾7É"ÊË$Ë'ßöÊÔ'&À(Ì)Ç<br />

Ç&Æ(Â"ß<br />

ã9ÂÊ©Ç&À/Á6ÂfÐÂ"¾'¿ÆÇ6ÌFÐB¾$Ç&ÆnÊ)(Ê©¾'ÚÂ+*§ÊjßÂÌ)¾7Ê©ÍoÉ5Ë7ÊÌ6Ì)¾$â(ÂÁØhÉ"ÈÎ,$<br />

¾$Í/¿eÄ<br />

€ƒ‚Cy[„6…


®f»§µJ°


ÀŠÅLÀˆ·8¿FÀˆÇ!³‰¿-Àpͽ§·Ž»£ÂV¼MÅ£ˆôÝfµ!½>¹<br />

ŽöŠûLù£¢¥¤§¦ö©¨ùpú¢8ûVö¨©¢Iû¡¨©)ÿöùpýø#ù<br />

õ¯öŠ÷©öšølùpú)ûüùpýöcølþpüIÿ¡<br />

¼¾»ˆ·cÀˆÇ¥Å£Á¥»Á!·¯ˆ»Ã‰·ÛLÅ¿>ÀˆÇ!·¯Ââ»Ã&É»LÆ-³‰Á!´•¿·#ÁÀ·8Á¥Él·³&ÉÃ&µ¿pÀˆˆÅ£À·8¿8¹<br />

Žú)ûöKYý¡¢K ÿùùpöˆþø8û¡¨ŠöùL.÷©öFþpö,&ølùpöKù¢Hù¢8÷ú¨<br />

I“ö-øJ¢¥ö,1ø<br />

5'6§798:;96?7§@A53:B?=>C<br />

»£Â•ÀˆÇ!·^´»Ã‰ÄÔ¿pÀŠÅ£Á¥Ä¥Å£ŠÄ<br />

²V³&´µ!ˆ·[ZÈ¿Ç!»LÆD¿ÀÇ!·}Él»¼¾½»¿³&À³‰»Á<br />

948 <strong>sentences</strong><br />

Àˆ³&½!É·2¼MÅ£ˆôÝfµ!½ à ·#³&ÀÇ!·8-Å£¼YÜ¥³&´µ!»µ¥¿»Él»Á¥É#Å£À·#Ý<br />

ÀˆÅ£³‰Á!·IÄo¼Yµ¥Ã<br />

²V³&´µ!ˆ·wtÌ¿Ç!»LÆD¿oÀÇ!·ÈÄ©³›¿pÀˆ³‰Ü!µ©Àˆ³&»Áñ»£Âxzy£ì\ê|{M}¬ìâé<br />

Á¥ÅLÀˆ³&æ·IäšË<br />

509 <strong>sentences</strong><br />

Gold standard B<br />

Non-alignable<br />

683 sent. (72%)<br />

Alignable<br />

265 sent. (52%)<br />

Author summaries<br />

265 sent. (28%)<br />

Target extracts<br />

Gold standard A<br />

¼¾Åôµ!½Ž»Læ·#TÀˆÇ!·¯ˆÇ!·#À»ˆ³›É#ţûÃ&·I¿#ÛIÆ-Ç!³›ÉŠÇ¥³‰¿Vţܧ»µ!ÀC½!ˆ»½§»Ý<br />

ÛV·~F!Él·8½©À¥Ââ»YÅ^Ã&»LÆ ³‰Áæ»Ã‰æ·8¼¾·#ÁÀŽ»£ÂY€cl‚ƒ£i_^<strong>as</strong>f„<br />

À³‰»Á¥ÅÃ<br />

³&Á×¼Yµ!Ã&À³‰½!ɷ̼MÅ£ˆôµ¥½×ÅÁ¥Ä<br />

Å ½¥»½»Àˆ³&»Á¥Å£Ã‰Ã&ÍÑÇ¥³&´Ç!·#^»Á¥·<br />

Ââ»…pqm9`¡€Qb_m?„‡†‡^£ic‚ÏÅÁ¥Äˆgil^£k§`m9n¥ËQåQ·“Ü·8Ã&³‰·#æ·iÀˆÇ!³‰¿<br />

Àˆ³&·I¿YÅ£ÁÄȽ¥Å£ÀÉÍ0Ä©µ¥·<br />

³‰¿Ž½Å£ÀÉÍ0Ä©µ!·oÀ»gÉ#»Á¥É#·#½©Àˆµ¥Å£Ã¯Ä!³EoÉlµ¥Ã<br />

É#»Á¥É8ÅLÀˆ·#Á¥Å£À³‰æ· ¼MÅôµ!½>¹‰j€sl‚ƒ£il^£<strong>as</strong>fs„ ¿·#ÁÀ·8Á¥Él·I¿<br />

À»<br />

Àˆ»QÉ#»ÁÀˆÅ³&Á Á!»£ÀˆÇ!³&Á¥´QÜ¥µ©ÀMÜ¥ÅÉŠô´ˆ»µ¥Á¥Ä̳‰Á©Â⻈¼MÅLÀ³‰»ÁÀˆÇ!·³&Á©Â⻼MÅ£À³‰»ÁYµ¥Á!³<br />

Å£Á¥Ä!pqm9`¡€Qbcm9„‹†‡^ic‚0Àˆ·#Á¥Ä˜À»¾Ü§·¥¿¼MÅÃ&É·#IË<br />

²V³&´µ!ˆ·M¸!¹Žº»¼¾½»¿³&À³‰»ÁQ»£ÂF´»Ã›ÄQ¿pÀŠÅ£Á¥Ä!ňĥ¿@Æ-³&ÀÇȈ·8¿½·IÉšÀ<br />

À»¾»³‰´³‰Á<br />

37.0%<br />

30.0%<br />

²V³&´µ!ˆ·¸-¿Ç!»LÆD¿TÀˆÇ!·É#»¼¾½»¿³&À³‰»ÁŽ»Â©´»Ã›ÄŽ¿ÀˆÅ£ÁÄ!Å£ŠÄ!¿8¹¬ÀÇ!·8·<br />

¸ÌÀ³‰¼†·I¿^Å¿o¼MÅÁÍδ»Ã›ÄÏ¿pÀŠÅ£Á¥Ä¥Å£ŠÄÑÐÒ¿·#ÁÀˆ·#Á¥É#·8¿“Å¿<br />

Å£ˆ·0Ê!Ë<br />

ÀÇ¥·#ˆ·.Å£ˆ·“´»Ã›ÄοpÀŠÅ£Á¥Ä!ňÄÔÓÕ¿·#ÁÀ·8Á¥Él·I¿#Ë×ÖÇ!·.ţɳ‰´Á!¼¾·#ÁÀ<br />

ŠÅLÀ·Ì³‰ÁØ»µ!}ÀŠÅ£³‰Á!³‰Á!´ÏÅ£ÁÄ×À·8¿À0¿·lÀg»Â}ÙIÊ£ÚÑÄ!»É#µ!¼¾·#ÁÀˆ¿8Û<br />

14.5%<br />

Æ-Ç!³›ÉŠÇÔÉ#»Á¥¿³›¿pÀŠ¿»Â•ÀˆÇ!·}Ü·I¿pÀÝfÅÃ&³‰´Á¥·8ÄÞÄ!»É#µ!¼¾·#ÁÀˆ¿8Û¯³›¿o¸Êß<br />

ÀˆÇ!·-ţɳ&´Á!¼¾·#ÁÀ¦ˆÅ£À·F»£ÂÚ¥ÙaßሷlÂâ·#Š¿CÀ»2ţÉÃ!Ê£ã!ÙFÄ©»©Élµ!¼¾·8ÁÀŠ¿ˆälË<br />

à<br />

à ³\Ë ·ËŠÅLÀ³‰»2»£Â§´»Ã›Ä¾¿pÀŠÅ£Á¥Ä¥Å£ŠÄ<br />

åѳ&ÀÇMˆ·8¿½·IÉšÀ¦À»¥É#»¼¾½!ˆ·8¿ˆ¿³‰»Á<br />

¿·#ÁÀ·8Á¥Él·I¿¥Àˆ»QÄ©»©É#µ!¼¾·#ÁÀ¾¿·#ÁÀˆ·#Á¥É#·8¿ŠäšÛ»µ¥†É#»¼YÜ¥³&Á!·IÄÌ´»Ã‰Ä<br />

çß à Å¿¯Él»¼¾½¥Å£ˆ·8ĆÀˆ»†è2µ!½¥³&·IÉHéaê¦ëLìfí î ¿<br />

¿ÀˆÅ£ÁÄ!Å£ŠÄ!¿¯ÅÉŠÇ!³‰·#æ·•ç¥Ë<br />

ãßÕÉl»¼†½¥·I¿¿³&»ÁäšË.ïH»Ã‰ÄÌ¿ÀˆÅÁ¥Ä!Å£ŠÄÈÓðÇ¥ÅÄÌÅ.Él»¼†½¥·I¿pÝ<br />

Ú!Ë<br />

6.3% 5.5% 4.3%<br />

2.4%<br />

74 64 50 352 434 28 170<br />

BACK TOPI RWRK PU/PR SOLU RESU CO/CL<br />

ÊßoÛ©´»Ã›Ä˜¿ÀˆÅÁ¥Ä!ňĘÐñÚ!Ë”ÊßiË<br />

¿³&»Á˜»ÂFÙË<br />

ÖÇ!·Ì¿·IÉl»ÁÄáÅÁ!Á!»£ÀŠÅLÀˆ³&»Áá¿À·#½òÉ#»Á¥¿³‰¿À·IÄϻ¼MÅ£Áµ¥ÅÃ&ÉÍ<br />

Àˆ³&»Ái»£ÂC´»Ã›Äi¿ÀˆÅÁ¥Ä!ňÄo¿·#ÁÀˆ·#Á¥É#·8¿FÆ-³ ÀˆÇ<br />

²C³‰´µ¥·Z!¹¯º»¼¾½§»¿³<br />

·I¿½§·8ÉlÀFÀˆ»¾Ç!·#À»³›É#Å爻É·8¿-¿·lÀ<br />

Ä©·#À·#ˆ¼¾³&Á¥³&Á!´0ÀÇ¥·“Å´µ!¼¾·#ÁÀˆÅ£À³‰æ·Mˆ»Ã‰·8¿YÂâ»ÀÇ!·^ţܥ¿ÀŠÅÉlÀÝ<br />

à Å¿


E<br />

I<br />

I<br />

I<br />

I<br />

I<br />

I<br />

E<br />

E<br />

E<br />

E<br />

E<br />

E<br />

ä ΩÒÜqË¡ÎÕÖ¡Í9å0ÖÞ+å9Ô9ΩÙAÒÕÏÒÊÌÚ÷ÉœÊ>ËAÍ9Î,Ï…Ð æJç/èD¾<br />

Ê>ÝÙâŠÎ,ÖAâ>ÏAûÃü+Ô9Ï<br />

ä Ï-áŽÙ¡Ò%ÙÑßÑÖÒÜWâ>Ê4n¡Ï¥â>þÃÊÌÚ§áQÊï<br />

éê?ëìi~íÞeÖAÎWÏ¥ÛQÙAßÑå9âÌÏ¡íQ×%Ù¡ÒWÝ~âÙAÒ,Ò*Ê<br />

ÉœÊÌË¡Í9Î,ÏÑÐÓÒÕÔ9Ö/×ØÒÙAÚ0Ï¥ÛÜÕΩÙAÝKÜ(ÞeÎ,ÖAßàÜÕÔ9Ï…Ê>Ú?áQÊÝ¥ÙÜÕÖAÎâ>ÊÒÜ-ã£Ü,Ô9Ï<br />

ΩÒÜ(ËAÎ,ÖAÍ?å·ÖÞ3Ê>Ú?áQÊÝ¥ÙÜÕÖ¡Îjå9Ô?Î,Ù¡Ò*Ï-ÒYÊÒ(Ý~Ï¥ÚÜ,Ï¥Î,Ïá)ÙAÎÕÖ¡Í9Ú?á!Ü,Ô9Ï<br />

ä<br />

Ý~Ö¡Ú?Ý~ÏåQÜ)æJç/è—éAê?ëìíAÜÕÔ9ÏjÒ*Ï-Ý~ÖAÚ§áË¡ÎÕÖ¡Í9åÑÍ?ÒÕÏÒHÜ,Ô9ÏYË¡âÌÖ¡î?ÙâQÊ>Ú?áQÊÌï<br />

Ý¥ÙÜÕÖ¡Î)æLð¨ñÓò¨óQðô(ç/èKòLð|õ¥öÌëìAíÜ,Ô9ÏYÜ,Ô9Ê>Î,ázÊ>Ò+Ý~ÏÚÜÕÏ¥Î,ÏázÙÎ,ÖAÍ9Ú?á¢Ü,Ô9Ï<br />

ž¤”¿”Ÿ¨² ­ µ8¦¤”¿ ¯ ®²b”¦ÁÀ í§ÙAÚ?á<br />

Ý¥Ù/Ü,ÖAÎØÖAÞŠÜÕÔ9ÏÎÕÔ?Ï~ÜÕÖ¡ÎÕÊÝ¥ÙAâ£Ý¥â>Ù¡ÒÕÒ<br />

, çò—òJë~ùYúlò$Ãq×%Ù¡ÒÝ¥â>Ù¡ÒÕÒÕÊ ä Ïá¥Ù¡ÒÙAÚ¥ÊÌÚ§áQÊï<br />

ÜÕÔ9ÏzÜÕÔ9Ê>Î,áˆËAÎ,ÖAÍ9å<br />

ª«¥Œ¤†µ8´ ¯¬ ª¨¤†Ä¨²´À í_×WÔ9Ï¥Î,ÏÙ¡ÒWÜÕÔ?ÏÒÕÏÝ~Ö¡Ú?á·ÙAÚ?á<br />

Ý¥Ù/Ü,ÖAÎjÖÞR¬®­<br />

´ª¤ û<br />

ÞeÖAÍ9ÎÕÜÕÔ[ËAÎ,ÖAÍ9å§Ò'Î,ÏݥϥÊ>ýAÏ-áÃÜ,Ô9Ïý/Ùâ>Í9ÏV½<br />

Ý~Ö¡Ú?Ý~ÏåQÜ÷æøçò—òJë¥ùØú_òìKû<br />

ü+Ô9Ïâ>ÙAÎÕË¡ÏÒ*Ü%å§ÙÎÕÜ+ÖAÞ£Ü,Ô9ÏÒÕÏå9Ô9ΩÙAÒÕÏÒ%ÊÒWålÖ¡ÒÕÊÜ,ÊÌý¡ÏAíQî9ÍQÜWÜ,Ô9Ï<br />

âÙAÒ*ÜÑÏÚÜÕÎ,þˆÊ>ڣɜÊ>ËAÍ9Î,ÏÓÐ0ÊÌâ>âÌͧÒÜ,Î,ÙÜÕÏÒ…ÙwÚ?ϥˡÙÜÕÊ>ýAÏ[ÊÌÚ§áQÊ>ÝÙ/Ü,ÖAÎ<br />

£¢<br />

å9Ô9ΩÙAÒÕÏAíÜþå9ÊÝ¥Ùâ>â>þÖQÝÝ~Í9Î,ÎÕÊ>Ú9ËWÊ>ÚÜÕÔ?Ï3Î,Ô9Ï~Ü,ÖAÎ,Ê>ÝÙâAáQÊ>ýÊ>ÒÕÊ>ÖAÚÿ¡<br />

‡ˆf‰8…ŠƒÊ’†¦ˆf‰8•†‹e– ü+Ô9ÊÒ¥ÞeÏ-Ù/Ü,Í9ÎÕÏ áQÊÒÜ,ÊÌÚQï<br />

¦Åƈf‰…ǨÉÈRŠ<br />

ålÏ¥Î,ÊÌå9Ô?ϥΩÙâˆÒÕÏ¥ÚÜÕÏÚ?Ý~Ï-Ò Ê>Ú ÜÕÔ9Ï á9ÖÝ¥Í9ßÑÏ¥ÚÜÆÙAÚ?á<br />

ËAÍ9ÊÒ*Ô?ÏÒ<br />

×WÊÜ,Ô9ÊÌÚ£Ï-ÙAÝ©Ôˆå§ÙΩÙËAΩÙå?Ôsí3ÙAÒ,ÒÕÍ9ßÑÊÌÚ9Ë÷Ù0Ô9Ê>ϥΩÙΩݩÔ9ÊÝ¥Ùâ%ÖAÎ,Ë¡Ùï<br />

Ú9Ê4¹-Ù/Ü,ÊÌÖ¡ÚÓÖÞáQÖQÝ~Í9ßÑÏÚ¡Ü©ÒYÙAÚ?á!å?ÙΩÙË¡Î,ÙAå9Ô?Òû%ü+Ô?ÏÙâ>ËAÖ¡ÎÕÊÌÜÕÔ9ß<br />

×WÔ9Ê>Ý©Ô)Ê>ÒYÖÞŠÚ9ÖÃÊ>ÚÜÕÏ¥Î,ÏÒ*ÜWÜÕÖŽÝ~ÖAÚÜ,Ï¥ÚÜjÒÕÏ~ï<br />

¤¦¥¨§©££¥<br />

â>ÏÝKÜ,ÊÌÖ¡ÚKû<br />

ÏAû Ë?ûeË ¥ÆÌ9§ŒÍ ÎÁ§e¥ Kã<br />

Ê>ÒŠÒÕÏ¥Ú?ÒÕÊÌÜÕÊ>ýAÏ'ÜÕÖ(å9Î,ÖÜÕÖAÜþå9Ê>ÝÙâÔ9Ï-ÙAáQÊ>Ú9Ë¡Ò<br />

ä ÛQÏá!ΩÙÚ9Ë¡Ï<br />

ÊÞÒÕÍ?Ý©ÔÓÔ9ÏÙ¡áQÊ>Ú9Ë¡ÒØÝÙÚ9Ú?ÖÜØîlÏÞeÖAÍ9Ú§ácí§ÊÌÜYÍ?ÒÕÏÒjÙ<br />

¨!"$#%&£'¦()+*(,%.-£/<br />

ä Î,Ò*ÜÏ›·ÙAÚ?á¥âÙAÒ*ÜÐ0å?ÙAÎ,ÙAËAΩÙå9Ô§Ò ~û¼ÑjÖQÝ~ÍQï<br />

ÖÞYå?ÙAÎ,ÙAËAΩÙå9Ô§Ò<br />

ä Ú?ÙAâcÙÚ?á…Ê>Ú9ÊÌÜÕÊÙâcÙÎ,ÏÙ¡ÒÎ,ÏݥϥÊ>ýAÏYáQÊ4o_Ï¥Î,Ï¥ÚÜ%ý/ÙAâÌÍ9Ï-Ò¥íî9ÍQÜ<br />

ߢÏÚÜ<br />

021¨%¦3$"4&65<br />

#8'¦(9/ 7<br />

:=9?A@B;DC<br />

ä Ú?ÙAâÒ*ÏÚÜÕÏ¥Ú§Ý~ÏÒYÙÎ,ÏqÝ~ÖAâ>âÙå?ÒÕÏáŽÊÌÚÜ,Ö<br />

å?ÙΩÙË¡Î,ÙAå9ÔzÊ>Ú9ÊÌÜÕÊÙâÙAÚ?á<br />

ÖAÚ9Ï(ËAÎ,ÖAÍ?åsû<br />

:âÒÕÏ¥ÚÜÕÏÚ?Ý~Ï-Ò!Í9Ú?áQÏηÙ<br />

Ò<br />

Ý¥Í9ÎÕÎ,Ï¥ÚÜ(ÜÕÔ?ÎÕÏ-Ò*Ô9Ö¡â>á k]˜tzÜÕÖnAÏ¥Ú§Ò(ÊÌÚ?Ý¥âÌͧáQÊÌÚ?Ë<br />

Ý~Ï¥ÎÕÜ,ÙAÊÌÚ0â>Ï¥Ú9ËAÜÕÔ<br />

:ýAÏqÙÏÖÃÒ,Ý~ÖAÎ,ÏAílÙâ>âœÒÕÏ¥ÚÜ,Ï¥Ú?Ý¥ÏÒYÙAî§Ö/ý¡ÏÜÕÔ?Ï<br />

ÜÕÔ9Î,ÏÒÕÔ9ÖAâá[ÙϘÒ,Ý~Ö¡ÎÕÏ¡û<br />

:NF¦=9JRQSF¦=DGH;>=9?A@B;DCTMPU<br />

:NF¦=9JN:Ùï<br />

×<br />

ÖÞ¢ÜÕÔ9Ï Â üÏÎÕߢïLÞeÎÕÏv¡Í?Ï¥Ú?Ý¥þ£ÜÕÊ>ߢÏ-ÒÓÊ>Úý¡Ï¥Î©Ò*ÏwáQÖQÝ~Í?ߢÏÚÜ<br />

ÜÕÊ>ÖAÚ<br />

MPUR=8\]=9JYJA;£^`_Jþ!Í?ÒÕÏáÓÊ>ÚuqJÚQÞeÖ¡ÎÕß…Ùï<br />

Qâ—í2˜ábábÐ.KûâqøÜ…Ü,ÎÕÊ>ÏÒ¢Ü,Ö<br />

ÜÕÊ>ÖAÚÛÝWÏ~Ü,ÎÕÊ>Ï¥ý/Ùâ<br />

Ê>áQÏÚÜÕÊÌÞeþunAÏþ)×%ÖAΩá9ÒÜÕÔ§Ù/ÜÙAÎÕÏ…Ý©Ô?ÙAÎ,Ù¡ÝKÜÕÏÎÕÊÒ*ÜÕÊÝqÞeÖ¡ÎÜÕÔ9ÏŽÝ~ÖAÚ9ï<br />

QâÝ~Ö¡âÌâ>ÏÝ~ÜÕÊ>ÖAÚsû]ü+Ô?Ϩ˜8Ö%Ü,ÖAåQï<br />

ÊáÞcßÑÏ~ÜÕÔ?Öá…ÙAÎÕÏØÝ©Ô?Ö¡ÒÕÏ¥Ú<br />

ÒÕÝ¥ÖAÎ,ÊÌÚ9Ë×%ÖAΩá9ÒÙAÝÝ~Ö¡Î,áQÊ>Ú9ËjÜÕÖÜ,Ô9ÏWÜÕÞû<br />

JAF.MPUN_¦=,_f; ?RMPUX=,\=9JYJA;£^`_JJAa<br />

UYB.__fa8?YJA;DCKgehT@,?i=8\eJ<br />

jiI<br />

ÉœÊ>ËAÍ9Î,ÏÐkNlØÚ!Ï¥ÛÜ,Î,Ù¡ÝKÜ+ÞeÎ,ÖAß<br />

Ý~Ö¡ßÑå9ÍQÜÕÏ-á<br />

ÙAÒYÜÕÔ9ÏßÑÙÜÕÊÝ×%ÖAΩá9ÒãcÒ*ÏÚ¡Ü,Ï¥Ú?Ý¥ÏÒ,Ý~Ö¡ÎÕÏ-ÒjÙAÎÕÏÜÕÔ9ÏÚ<br />

×%Ï¥Ê>ËAÔÜÕÏ-á÷Ý~ÖAÍ?Ú¡ÜÑÖÞWÜ,Ô9ϥ߅ÙÜÕÊÝz×%ÖAΩá9ÒqÊ>Ú¯Ù Ò*ÏÚÜÕÏ¥Ú§Ý~ÏAí<br />

ÙAÒÙ<br />

Ü,Ô9ÏÊÌÚ§áQÊ>ÝÙ/Ü,ÖAÎWâ>Ê>Ò*Ü<br />

ߢÏ-ÙÚ9Ï-áîþ¢Ò*ÏÚ¡Ü,Ï¥Ú?Ý¥Ï+âÌÏÚ9ËÜ,ÔsûŠü+Ô9Ï+ãÖjÜÕÖ¡åQïøÎ,ÙÜÕÏá¢ÒÕÏ¥ÚÜÕÏÚ?Ý~Ï-Ò<br />

ÖAîQÜ©ÙÊ>Ú[Ò,Ý~Ö¡ÎÕÏVÃí9ÙAâÌâsÖAÜÕÔ9ÏÎ,ÒLÖ?û<br />

mYÒÕÊ>Ú9ËzÜ,Ô9ÏÑÒÜ,ÎÕÊ>Ú9Ë¡ÒáQÊ>ÎÕÏ-ÝKÜ,âÌþ·Ù¡Òjý/ÙAâÌÍ9Ï-ÒYÊ>ÚwÙ…ÞeÏÙÜÕÍ9Î,Ï¢×'Ö¡Í9â>á<br />

ä ÜÕÜÕÏ-á<br />

Î,ÏÒÕÍ9âÜœÊÌÚ¢ÙYÒÕå?ÙΩÒÕÏ3áQÊÒÜ,ÎÕÊ>î9ÍQÜ,ÊÌÖ¡ÚsíÙÚ?áÜÕÔÍ?Ò£ÊÌÚ¢ÙÚqÖ/ý¡Ï¥ÎÕï<br />

…‰ÅÆu’†¦ˆf‰8•†‹e–2ä0ÖAΩá9ÒØÖQÝÝ~Í9Î,ÎÕÊ>Ú9ËÃÊ>ÚÓÜ,Ô9ÏqÜ,ÊÜ,âÌÏÑÙÎ,ÏqËAÖÖQá<br />

×<br />

ä ÝŽÝ~ÖAÚ§Ý~Ï¥å9Ü,Òû0ü+Ô9Ï!ü+ÊÌÜÕâ>Ï<br />

Ý¥ÙÚ§áQÊ>á?Ù/ÜÕÏ-ÒÞe֡΢áQÖQÝ¥Í9ßÑÏ¥ÚÜÑÒÕålÏÝ~Ê<br />

Ï¡û£Ù!ÞeÏ-Ù/Ü,Í9ÎÕÏÃÜÕÔ?ÙÜ×%ÖAÎ nÒq×'ÏâÌâ3ÞeÖAÎqÜ,Ô9Ï…Ü,Î,ÙAÊÌÚ9Ê>Ú9Ë<br />

ÞeÏÙÜÕÍ9Î,ÏAíHÊLû<br />

á9ÙÜ,Ùwî9ÍQÜÃÚ?ÖÜ…ÞeÖAÎŽáQÊpo_Ï¥Î,Ï¥ÚÜ-í%î?ÍQÜŽÒÕÊÌßÑÊ>â>ÙAÎ]nÊ>Ú?á9ÒÃÖÞá9Ù/Ü©Ù9û<br />

É9ÏÙÜÕÍ9Î,ÏÓÒÕÝ¥ÖAÎ,Ï!ÖÞÙ0ÒÕÏ¥ÚÜ,Ï¥Ú?Ý¥ÏÓÊ>ÒÑÜ,Ô9ÏÓßÑÏÙAÚ¯ÞeÎ,Ï8vÍ9ÏÚ?Ý~þˆÖÞ<br />

Ï¥Û9Ý~â>Í?áQÊ>Ú9Ë¢Ò*ÜÕÖ¡åQïøâÌÊÒÜ+×%ÖAΩá9Ò ~ûœü+Ô?Ï<br />

ÜÕÊÌÜÕâ>Ïj×%ÖAΩá…ÖQݥݥÍ9ÎÕÎ,Ï¥Ú§Ý~ÏÒ<br />

ä Ïá£Ü,Ô9Ï÷ÒÜ,ÎÕÊ>Ú9Ë¡Ò[ÙAÝÝ~Ö¡Î,áQÊ>Ú9Ë÷Ü,Ö‹á9Êpo_Ï¥Î,Ï¥ÚÜ<br />

ü+ÔÍ?ÒíY×%Ï0Ý¥â>Ù¡ÒÕÒÕÊ<br />

Ý~Î,ÊÌÜÕÏ¥Î,ÊÙ9û¥É9֡΢ÜÕÔ9ÏrqJÚ?áQÊÝ¥ÙÜÕÖAÎsjÍ?ÙAâÌÊÌÜþ÷É9Ï-Ù/ÜÕÍ?ÎÕÏ¡íÊÌÚ§áQÊ>ÝÙ/Ü,ÖAÎ<br />

˜Ð[ÜÕÖ¡åQïJÒÕÝ¥ÖAÎ,ÊÌÚ9Ë·ÒÕÏ¥ÚÜ,Ï¥Ú?Ý¥ÏÒqÎ,ÏݥϥÊ>ýAÏÑÜ,Ô9Ïzý/Ùâ>Í9Ï嘡íŠÙâ>â'ÖAÜÕÔ9ÏÎ<br />

Ò*ÏÚ¡Ü,Ï¥Ú?Ý¥ÏÒ2Ö9ûä0ÏÃÙâÒ*Ö[Ï~ÛQålÏ¥Î,ÊÌßÑÏÚ¡Ü,Ïá0×WÊÌÜÕÔ0Ü,ÙbnÊ>Ú9Ë[×'Ö¡Î,á?Ò<br />

Ý~âÙAÒ,ÒÕÊ ä Ï-á)Ê>ÚÜÕÖutwvÍ?ÙAâÌÊÌÜþ Ý¥â>Ù¡ÒÕÒÕÏÒ<br />

å9Ô9ΩÙAÒÕÏÒ(×%Ï¥Î,ÏÑß…ÙÚÍ?Ùâ>â>þ<br />

ÙAÝÝ~Ö¡Î,áQÊ>Ú9Ë%ÜÕÖØÜÕÔ9ÏÊÌΣÖÝÝ~Í9Î,Î,Ï¥Ú?Ý¥ÏHÞeÎÕÏv¡Í?Ï¥Ú?Ý¥ÊÌÏ-Òc×WÊÜ,Ô9Ê>ÚÜÕÔ9Ï3Ü,ÙAÎ*ï<br />

ÜÕÔ9Ï-Ò*Ï%×%ÖAΩá9Òs×%Ï¥Î,Ï<br />

ÖÝÝ~Í9Î,Î,ÊÌÚ9ËYÊÌÚ¢Ùâ>â¡Ô9Ï-ÙAáQÊ>Ú9ËÒÊ>ÚÜÕÖj١ݥݥÖAÍ9ÚÜ<br />

ÊáÞcßÑÏ~ÜÕÔ?ÖáHî9ÍQÜÎ,ÏݥϥÊ>ýAÏáîlÏ~Ü*ï<br />

ÒÕÝ¥ÖAÎ,Ïá١ݥݥÖAΩáQÊÌÚ?ËYÜ,Ö(ÜÕÔ9Ï+ÜÕÞû<br />

Ý~ÞûÜÕÔ9Ï(Ý~Ö¡âÌÍ?ߢÚuxPsjͧÙâ>ÊÜþzyQÝ¥ÖAÎ,Ïb{ÊÌÚ<br />

ËAÏ¥Ü%Ï¥ÛÜÕΩÙAÝKÜ+Ò*ÏÚÜÕÏ¥Ú§Ý~ÏÒ<br />

ÉœÊÌË¡Í9Î,Ï3Ð~û£ü+Ô9Ï%ÒÕÝ¥ÖAÎ,ÏÒcßÑÊ>ÎÕÎ,ÖAÎcÜ,Ô9Ï3â>Ê|nAÏ¥â>Ê>Ô9ÖÖá(ÖAÞ?ÙØÒÕÏ¥ÚÜÕÏÚ?Ý~Ï<br />

ÜÕÏ¥ÎWÎ,ÏÒÕÍ9âÌÜ,Ò%ÞeÖ¡Î+ÜÕÊÌÜÕâ>Ï×'Ö¡Î,á9Ò%Ö¡Ú9âÌþ¡û<br />

רè«é Ù’”¦ˆf‰•”‹e¨–ü+Ô9Ï¢ÎÕÔ?Ï~ÜÕÖ¡ÎÕÊÝ¥ÙAâœá9ÊÌýÊÒ*Ê>ÖAÚ)ÜÕÔ?ÙÜ<br />

æç.ˆŒ„†.‹<br />

Ý~Ö¡ÚÜ,ÙÊ>Ú9Ê>Ú9ËÜÕÔ9Ï(ËAÊ>ýAÏÚzÊ>Ú?áQÊÝ¥ÙÜÕÖAÎ+å9Ô?Î,Ù¡Ò*ÏjÜÕÖÑîlÏÊ>Ú?Ý¥âÌÍ?á9ÏáŽÊÌÚ<br />

ý¡Ï¥Î,þqâÌÊ|nAÏâÌþÜÕÖîlÏ<br />

ÜÕÔ?ÏYÒ*Í?ߢ߅ÙAÎÕþÖAÚ…ÙKtïøý/Ùâ>Í9ÏáÑÒ,Ý¥ÙAâÌÏ%ÞeÎ,ÖAß}x<br />

Ù·Ò*ÏÚÜÕÏ¥Ú§Ý~ÏŽÙAå9ålÏÙΩÒqÊ>Ú¯ÝÙÚ¥îlÏŽÙ)ËAÖÖQá÷Ê>Ú?áQÊÝ¥Ù/Ü,ÊÌÖ¡Ú¥ÖÞØÊÌÜ,Ò<br />

ÎÕÔ9Ï¥ÜÕÖ¡ÎÕÊÝ¥ÙAâ_Ò*Ü,ÙÜÕÍ?Òû+ü+Ô9Ï¡êØÏ-ÙAáQÏÎYü3þålÏÉ9Ï-Ù/Ü,Í9ÎÕÏͧÒ*Ï-ÒØÙÑâÌÊÒ*Ü<br />

ý¡Ï¥Î,þÍ9Ú9â>Ê4n¡Ï¥â>þ¨{>ûHÉ9ÖAΊϥÛ9ÙßÑå9â>ÏAí<br />

Ê>Ú?Ý~â>Í?áQÏ-áÊ>ÚÑÙÒÕÍ9ßÑß…ÙÎ,þ{Ü,ÖVx<br />

æ~3ëŽç/è—éAê?룧ì¢Ü,Ö·Ùå9ålÏÙAÎ(ÊÌÚ<br />

ÜÕÔ?Ï…âÌÊ|nAÏâÌÊ>Ô9ÖÖQá)ÖAÞ'Ü,Ô9Ï…å9Ô9ΩÙAÒÕÏ<br />

ëe¾<br />

ÖÞå9Î,ÖÜ,ÖÜþå9ÊÝ¥ÙAâ§Ô9Ï-ÙAáQÏÎLnAÏ¥þ…×%ÖAΩá9Ò%â>Ê4n¡Ïðô~õ¥êô©ôKðÆë/ñìð¨ñ§ò—è<br />

/ê?õ¥ò—ðÆëñìzõ£ë/ñlõ¥öêŒð¨ñé‹èÕë¥ùÑçè6íô£ìzõ£ë/ñ_õ~öêôKðÆëñ9ôAû±—3ÙAÝ©ÔºÒÕÏ¥Ú9ï<br />

ÜÕÔ?ÏÒÕÍ9ßÑß…ÙÎ,þÊÒ3Ô?ÊÌË¡Ô9Ï¥Î'ÜÕÔ?ÙAÚ…ÜÕÔ?Ïjâ>Ê4n¡Ï¥â>ÊÌÔ?ÖÖQá…ÖAÞsý/ÙÎ,Ê>ÙÜÕÊ>ÖAÚ?Ò<br />

ÖÞÜÕÔ9ÊÒWÒÜ,ÎÕÊ>Ú9Ë¢ÊÌÚŽÖÜ,Ô9Ï¥Î%ÜÕÏÚ?ÒÕÏÒí9ÙqÞ|Ù¡ÝKÜ%ÜÕÔ?ÙÜ+ÊÒ%ßÑÊÌÎ,ÎÕÖ¡ÎÕÏ-á…îþ<br />

ý/Ùâ>Í9ÏÒíWáQÏ¥ålÏ¥Ú?á9ÊÌÚ9ˈÖAÚ£ÜÕÔ?Ï<br />

ÜÕÏ¥Ú§Ý~ÏÓÊÒzÙAÒ,ÒÕÊÌË¡Ú9Ïá¯ÖAÚ9ÏÓÖAÞ]˜t<br />

ä Ï-á·ÙAÒjÖAÚ?Ï<br />

Ô9ÏÙ¡áQÏ¥ÎÊÜÙå?å§Ï-ÙΩÒYÍ9Ú§áQÏ¥Î-û`êØÏÙ¡áQϥΩÒÙÎ,ÏÝ~âÙAÒ,ÒÕÊ<br />

ÊÌÜ,ÒWÔ9Ê>ËAÔ?Ï¥ÎØÒ,Ý~ÖAÎ,ÏÖÞ€29û<br />

‚9ƒS„†…‡bˆf‰ŠŒ‹ŽS.‰8Š‹H…‡b‘“’”¦ˆf‰•”‹e¨–<br />

ü+Ô?Ê>ÒˆÞeÏÙÜÕÍ9Î,ÏhÜÕÎ,Ê>ÏÒ<br />

ÖÞ`˜,ãÓå9Î,ÖÜ,ÖÜþå9ÊÝ¥ÙAâŠËAÎ,ÖAÍ9å?ÒqÊÞ+ÜÕÔ?Ï¥þ÷Ý~Ö¡Ú¡Ü©ÙÊ>ÚwÖAÚ9ÏÃÖ¡ÎqßÑÖAÎ,Ï<br />

Ö¡ÎYÙÑßÑÖAÎ,å9Ô9Ö¡âÌÖ¡ËAÊÝ¥Ùâ_ý/ÙÎ,ÊÙÚÜWÖÞ<br />

ÖÞœÜÕÔ9ÏqÔ?ÏÙAá9Ï¥Î+nAÏþz×%ÖAΩá9Ò<br />

ßÑÖQáQÏ¥â[ÜÕÔ?Ï ÒÕϥ߅ÙAÚ¡Ü,Ê>ÝÒ ÎÕÔ?Ï~ÜÕÖ¡ÎÕÊÝ¥ÙAâ[Ý¥ÖAÚÜÕÎ,Ê>î9ÍQÜÕÊ>ÖAÚ¨¥ÖAÞ<br />

ÜÕÖ<br />

å9Ô9ΩÙAÒÕÏÒû —3ÙAÝ©Ô Ê>Ú?áQÊÝ¥Ù/Ü,ÖAÎhå9Ô?Î,Ù¡Ò*Ï ×+ÙAң߅ÙÚÍ?ÙAâÌâ>þ<br />

ÜÕÔ?Ï<br />

Ê—û ÏAû_ÊÌÞŠÜÕÔ9Ïþ·Ý~Ö¡Ú¡Ü©ÙÊ>ÚÓÖAÚ9â>þÓáQÖAß…ÙAÊÌÚQïJÒÕå§Ï-Ý~Ê ä Ý<br />

ÊÜDKãcÖÜ,Ô9Ï¥Î,×WÊÒ*Ï<br />

ä Ï-áŽÙ¡Ò2{ Ú9Ö¡ÚQïøå9ÎÕÖAÜÕÖAÜþå?Ê>ÝÙâî{Ìû<br />

ÒÜ,ÎÕÊ>Ú9Ë¡Ò£ÜÕÔ9ÏþŽÙÎ,ÏÝ~âÙAÒ,Ò*Ê<br />

ä Ï-á ÊÌÚÜÕÖ Ö¡Ú9ÏUÖÞ“˜8 Ý¥â>Ù¡ÒÕÒÕÏÒû š'âÙAÒ,Ò*Ï-Ò Ý~Ö¡ÎÕÎ,Ï~ï<br />

Ý~âÙAÒ,ÒÕÊ<br />

œž Ÿ¡d¢>£¡¤†¥¦Y¢¨§©]ª«¡d¢<br />

ÒÕå§Ö¡Ú?á0ÜÕÖÓÜ,Ô9Ïr›[Î,Ô9Ï¥ÜÕÖAÎ,ÊÝ¥ÙâŠÎ,ÖAâ>ÏÒ<br />

ïðñ<br />

ª¢±°«¤”² ­ ¢³§K´Œµ ­ ¢·ž¤ ¯ ®²¸ í‹ÙAÚ?á Ð Ý~ÖAÚ9ÞeÍ?Ò*Ê>ÖAÚ<br />

¬®­Í9Ï<br />

§ßÑÏ¥ÚÜí¡ÏÙAÝ©ÔÑáQÖQÝ~Í?ߢÏÚÜ<br />

lYÒŠÊ>Ú]ú(Í9å9Ê>ÏÝ<br />

Ò*ÏÚ¡Ü,Ï¥Ú?Ý¥ÏjÎ,ÏݥϥÊ>ýAÏ-Ò'Ò,Ý~Ö¡ÎÕÏ-ÒÞeÖ¡ÎWÏÙAÝ©ÔzÖÞÜ,Ô9ÏÞeÏÙÜÕÍ9Î,ÏÒíQÎÕÏ-Ò*Í?âÜÕï<br />

ÊÌÚ9ËÊÌÚ[ÙÚŽÏÒ*ÜÕÊ>ßÑÙÜÕÏYÞeÖAÎ'ÜÕÔ9ÏÒÕÏ¥ÚÜÕÏÚ?Ý~Ï{ Ò'å9Î,ÖAî?ÙAî9ÊÌâ>ÊÌÜþÜ,ÖÙAâ>ÒÕÖ<br />

½ ´ª¤ ÞeÖ¡ÎWå9Ô9ΩÙAÒÕÏÒ'ÜÕÔ?ÙÜjáQÖÑÚ9ÖAÜØå9ÎÕÏ-áQÊÝKÜYÙÑÒ*ålÏÝ¥Ê ä Ý(ÎÕÔ9Ï¥ÜÕÖ¡Î*ï


@R1S&TVU WYXZ [ [#[:Z!WY\3B=]_^0`¥a©bc£d*egf<br />

Q<br />

^0`¥l<br />

h<br />

d h@i9j<br />

ý+ ¦!¨¡§!8þ9ý+¤"VA¦!#ƒ¬k¦!¨, 6ý+¡¢¥¥¢N¦¦©¨3¦JVþ: !¦©¢¤?A#¤E4<br />

«<br />

ý_¦!¨¡§¤¡#;­/!C!:¦1>'¦!¨¡1¢¥¤9¦!# !#"¡¢¥¦!C:®k¦!%bþ:¦%B<br />

¦!#¤Œþ:C$'<br />

>r¯§S&°,±!U W0XZ [#[ [#Z!WY\3B.]_^Y`¥²©b³¨ŕd*e f h5i9j ^0`¥l<br />

Q<br />

^0`l<br />

h<br />

d h@ikj<br />

©6ÿ¡¢¤¡6ºA¦©3¦©¢¥A¦!¢$þ »¢¤"¡ ¼ ¤"E#¤Œþ:Žý$­¦!¨¡½$'#¦6ÿ¡ ©##¬<br />

¹<br />

>rWƒ¾2B1>'$ý £¦!¨¡-¦;Xý8"E¢¿} © ¤9¦£+A-!:¦%©B:¬ Q >@Ẅ ¾9U¼R½SÀT-B<br />

Q<br />

Rý$} 6ý+¡¢¥¥¢N¦©¢2Y$ý š#þ%¨8A#¤+¦© ¤Œþ J¢¥¤V1"fýfþ9ÿ)#¤9¦,>Æþ:$<br />

¦6ý+<br />

¢6ÿ¡ ©Ä+B:¬k;'¢5 +J¦© !6+:¦¥ ®k4<br />

/<br />

‚A† ’©ŠzŸ Š<br />

‚„2…9†#…9‡‰ˆ‰‡‹Š5Œ8Šk†:Š


ú+ÿ © ý¦¥÷© "!$# üøø¡úý%ü3ý!õ&%+ú¡ VùAý©üø'¡üÿ(Vù!õ ø9ý!õ#ø:õ2ù¤Eü):ú+ÿ*#<br />

<br />

¥ü+ù!ù¦,' üý¦¥úø¨ü+ù#<br />

ýÿ!õ2ù¤'¦ø©¦H¦0ü.<br />

õ ý!õ !©XQ :ú$÷©<br />

ùAúÙøúý!õOý©þü3ý¤õHõ#øuù*'%þ;¨õ#ü¡:Ùû'õ2ü3ýÿ!õ2ù8üù8ý!þ¡õÊD¦#<br />

7<br />

å H+õ ÿ%ü. " …¤3ý©þ¡õ#ù!õ£ÿ©õ#ù© ý©ùšÿ!õ:ú+ø0,ÿI<br />

¦"%¡ÿ!õØj$j¡KíÆ ø0î¡õ#ø:õÚúûý!ÿ%ü.¦¥ø©¦¥ø©%Øü3ý©õ ÿI¦¥ü¡ ðï4%ú$ "ØùAý©üø©#<br />

<br />

¡üÿ(¡ù<br />

¦"%¡¡ÿ©õ&j¡jkXQK OœW¡&¨§©QŸ> O¤$¢O© «¡°¬ ± ²³¡¬ ´<br />

­E©(¥WŸ><br />

©(4 O©($(©6¯'©I§ O·i¨§©QŸ O¤¡¢O© ¸¹¡¬ ´ ²ª.¬ ²<br />

µ<br />

20%<br />

O¥ž©+¨§©QŸ> O¤$¢O© ¸4°¬ ² ²ª.¬ ²<br />

ºœž<br />

O¤$¢O© ³´¡¬ ² ²ª.¬ ³<br />

»L©QŸ›$©I¢Eºx§¡¼0©£¨§©(Ÿ<br />

10%<br />

A<br />

B AB A B AB A B AB<br />

OœW¿¡¢*›À¨§©QŸ O¤¡¢O© °(²¡¬ ¸ ²²¡¬ ±<br />

º·§©(½¾Ÿ><br />

O¡¢E­Á·§© O¡¢Oœž(ÂÁ¨§©QŸ> O¤$¢O© ««$¬ ± ²ª.¬ ²<br />

˜š›¡œžQŸ<br />

Ã}‹Ä(Å¡—"Å ¸¹.¬ ±<br />

Training on A Training on B Training on AB<br />

ø1úÿ(Eõ ÿƒý!úù!õ õšþ¡ú4¨—ý!þ¡õ0¦ñ¼õ#ÿ!õ#ø9ý£úÿI¦"%¡¦¥øù¨úû¡ú$¡ÿx%+ú¡ 1ùAý©üø©#<br />

Æ<br />

ý©ù¤.¨šõý©ÿ©ü¡¦ø¡õ§ý©þ¡ÿ!õ#õ)ú0Eõ ¥ù<br />

¡üÿ(¡ù:ú+ø+ý©ÿ¦"©Eý©õ=ý©ú,ý!þ¡õ "Eõ#ù-ý!þõ-Æ ø©¦"#ü4#<br />

ü.<br />

ý!úÿI¦ ù õ2ü3ýÿ!õ>ÔÕ¦¥ø> "0¦¥ø©%i¦ý£¨šú$©"-Eõ ÿ!õ2üù!õ£ý©þ¡õ<br />

ý!ú+ÿ£Ó¤¼üøOý©þ¡õ1ý©þ©¦ÿ(2!?ý!ÿ%ü.¦¥ø©¦¥ø©%<br />

&ùAý©üø'¡üÿ(¡ù T…¡üÿI:%ÿ©õ!©XQ+Îgõ“ý!þ¡õ#ø<br />

úø2¼úý!þ#<br />

ÿ©õ#ù©<br />

ú.# ùAõ õzýI¦ú+ø)õ2üù¡ÿ!õ2ù.üÿ©õ6ù!õ)ý©úR,ø¡õ#@ýI¡ø¡õ<br />

ùI:ÿI¦¼õþ¡õ#ÿ!õ£<br />

ø!^K}ý!þ¡õ60¦ùý©ÿ¦"©EýI¦ú+ø-úû/þ¡õ¡ÿ¦ùAý¦ ùPH3ü. "¡õ#ù`¨ü+ù0ü. #<br />

:úø/ù*¦ùý©õ<br />

ü. §¼õ:ýO¨õ õ ø %ú¡ 1ùAý©üø¡üÿ(¡ù¤#øú+ü3ý!ý!õ ÿP¨


Ý Ð<br />

ƒ”†W‰*|©‘ŠW¥_“¦‹{*|©ã$z¨|©Œ‡ˆKž¼{*Š|©‘A䢉*¨|?{*|`†{H|`ŠŒ‡.žnŽM|?{*ž¼‹|?¥æå<br />

Ï0Û4뤆eŒ‡Æå ÝVá?Ò"Ñ?Ó {HŠM.|‘n†‘*‘qwyŒ‡|©®—žÄ‰*¨|‘Hž(‘A“<br />

ÑMç(Ó,݇èêé<br />

MACHINE<br />

¢¤£¦¥¨§©§¥¨©<br />

ýxþ"ÿxþ¡<br />

"!$#%&(' )*',+,.-0/ 214351¦/<br />

<br />

N?OP Q N?OP Q<br />

6879:A@?BDCFE$GH>A@©BA:ALMBAG<br />

=K>A: SGUTV@W;=K>A: @©7XJ$G=K>ALMBAG YOP N O©QP Z<br />

CDG%R<br />

Y\P \ O?YMP ]<br />

[:ARALMBAG<br />

BACKGROUND<br />

TOPIC<br />

R ELATED W ORK<br />

PROBLEM<br />

SOLUTION<br />

RESULT<br />

CONCLUSION<br />

Total<br />

Recall<br />

YdNeP f O©QP Z<br />

6879:A@?B_^`L$=©R8bcJ$G=K>ALMBAG<br />

G%7W>AG%7M;%GhTVG*7$i©>AEjJ$G=?>ALBAG Q©fP k OelP O<br />

g<br />

BACKGROUND<br />

48<br />

2 3<br />

53<br />

0.91<br />

TOPIC<br />

8<br />

0 1 28<br />

5<br />

2<br />

44<br />

0.00<br />

;_op@©Bq9¤J$G=?>ALBAG l%OP ] OelP N<br />

[E$G%mn=K>A:<br />

Q©fP O N©keP ]<br />

r`G=©9MG*BD[0bs(GUJ$G%=?>ALMBAG<br />

t %u¡'u<br />

Yd\eP


óµC¸·¹2ºg»;¼(½¾À¿c» ¹2·Á¿}ÂÃÄ<br />

³<br />

µ3ºg¹2ÃC¹2ÆC¿hÇcºg*1Äȼ¡É?Ê}¹2¾Ã3¾ÀÃCËbË(º/¼2»P»;¼(ºg¿<br />

Ì Í€ÎÏ-ÐvÑ<br />

Å<br />

¼uÒ¡¼?ºg¾¼2ÃRÇ^¹2·h¿}Ç/¼(ÃÉ3¼(º/ÉlÇcºg11Ä<br />

ä<br />

Þ<br />

ê Ã[Çgµ3¾À¿hÙ¼2Ùº Ñ2× ^É3*¿ Å ºg¾Àåoµ3¹ ×<br />

é<br />

Å µºg¹¡ÃC¹2ÆC¿l´‘Ô%ÕëÉ31ºg¾ÀÒ2¼(Çg¾À¹¡Ã Å ¼2Ã<br />

¿}ÂÃ<br />

*½À¾À»P¾Àü(Çg<br />

åYºgHÉ1ÚÃ3HÉì¿c¹q¼2¿mÇg¹<br />

í<br />

=¹¡Ã31ÇgµC1½1¿c¿ Ñ ¿c¹¡»Pxºg*»;¼2¾ÀÃÄ<br />

ÞCóí<br />

Å;Å ¼2¿c1¿ Å ¼(½½ ·L¹(ºuÂR1Ç<br />

¾ÀÃ3ËyÙ3ºg¹¡å3½À*»;¼(Çg¾<br />

»P¹(ºg¢¡1ú¾ÀåC¾À½À¾ØÇwÂm¾Ã‡ÇgµCfÉ3ÚÃC¾ØÇg¾À¹¡Ã¤£<br />

ò<br />

23.6%<br />

correctly<br />

<strong>extracted</strong>,<br />

incorrectly<br />

cl<strong>as</strong>sified<br />

34.1%<br />

false<br />

positives<br />

42.3 %<br />

correctly<br />

<strong>extracted</strong>,<br />

correctly<br />

cl<strong>as</strong>sified<br />

ÑE× ¼(¿<br />

¼2É(Êw¹¡¾ÀÃC¾ÀÃCËsË(º/¼2»P»;¼?ºg¿KÓ7´‘Ô%ÕEÖ<br />

× Çgµ3€Æ3¿c%¹(·N´‘Ô%Õ=¿<br />

¾ÀÃRÇg*ÃCÉ3HÉuÇg¹W¼(½½À¹<br />

Å Çg¾À¹¡ÃP¾ÀÃl¼¡ÉCɾØÄ<br />

·¹2ºx½¼(ÃCË¡ÆC¼2Ë2€Çcº/¼2Ã3¿gÉ3Æ<br />

Å ¾ØÚ Å ¼(Çg¾À¹¡ÃÛ<br />

Çg¾À¹2ÃSÇg¹d½¼2Ã3ˡƼ(Ë¡W¿cÙ<br />

Ü€©ªÝ<br />

¨k©ª«¬­®°¯W±²x©­<br />

Ü€©ªÝ<br />

óµ3¾À¿Ù¼(Ù1º Å ¹¡Ã Å 1ºgÃC¿qÇgµC<br />

ßàNá ± â àNã ¬<br />

·¹2ºg»;¼(½ É31ÚCÃC¾ØÇg¾À¹¡ÃC¿ ÆCÃCÉ31ºg½Ø¾ÀÃCË<br />

¿}Âà Šµºg¹¡ÃC¹2ÆC¿WÇcºg*1Äȼ¡É?Ê}¹2¾Ã3¾ÀÃCËfË2º/¼(»dÄ<br />

! ¡"#%$'&(*),++-¡./+01.<br />

»;¼?ºg¿*Û<br />

óµC¾À¿!¿c¹(ºcÇy¹2·[ºg × ºg¾ØÇg¾ÀÃCËmÉ31Ú3Ä<br />

æoç àè<br />

æoç àè<br />

$'&21)++3¡./+0*.5476398-6,01:;0*).@-(1A!(BC0ED7(>C011)3FHG<br />

T"U%V=0W63<br />

06BI)BJKF?+L).1./MNF(),06BNO=)P.:6RQEBKBI931S<br />

Ã3¾ØÇg¾¹2Ĺ(·NÉ31ºg¾ÀÒ2¼(Çg¾À¹¡Ãl¾À¿9Ù3ºg¹2åC½À*»;¼?Çg¾ Å<br />

·¹2º€¿c*ÒT1º/¼(½ºg*¼2¿c¹¡Ã3¿*Û<br />

Z\]^ZC_U `\a64'),++b63+JGc./01),BNJ),*J<br />

::XF?6A!@12.1.63BY6,4[ZNU<br />

.(BC02BF?¡.E:)T&d8-(2BI8N60:¨F?6312F?0+ef?>011)3FH0¡JK),BJIF(+)3.gG<br />

àè ßàá ± æoç<br />

àNã ¬ª â<br />

.M¡JhUjib:L.kBCAl8-(BF(+J2.0:mF().2.QE:(1¨63Bn64<br />

.(&21)+),Al836.916+2.o:)3.o8N2(B!LJ(BC0M¡JSF(61¡FH01+e3UV<br />

pC\q6,401:=@¡./2BC02JP.(BC01(BF(2.9F(),Bl8NbF?63BC02J<br />

470:2o_`U<br />

).S),+A!63./0SF(61¡FH02r^0:2es:)T&f8-(2BtF(61¡FH0+em?>0*)F?02J<br />

Çgµ3*¿cEÙ3ºg¹2åC½À*»P¿*Û<br />

óµCîºg*É31ÚCÃC¾ØÇg¾À¹¡Ã¥ºg*½À¾À*¿ï¹¡Ã<br />

æoç àè<br />

T\<br />

809:)T&%8N2(Bl)3..3B2Ju01:%QE16BE:(063LF()+,63+3U`ZU<br />

UN0:2eK.:63+J¨B6,0<br />

6,4%)++o.(BC02BF?¡.[),1P4v)+.l@-63.01&32.2]NwU<br />

¼(ľÀÃCÉ3*Ù*ÃCÉ3*ÃRÇ ºgHÉ3ÚÃC¾ØÇg¾À¹¡Ãl¹2·NÇgµC<br />

:)T&3x8N2(Bl(>0*)FH012Jd)R0o),++8-2F2),.^01:%:Ay),B;)BB601)R016<br />

:)3JB60WAy),1),A!@+y6,4W)K:?063LF()++e<br />

I<br />

|}0S.;0:z60@0S6,4W63l.e./02A~)R4G<br />

),BB6,0*)R0¡J{?>0*)F?02Ü<br />

+,G<br />

02€@6F?¡..Bd0:[M*.g0b),0LF?+WB6=F?6++2FH0163B5]F?A!@<br />

ZC‚,ZC‚‚`U„ƒ^>)A!@+¡.u476lF(61¡FH01+eI(>C011)3FH012Jm),BJ{F?+L).1.G<br />

¹(·b¿}ÂÃ Å µ3ºg¹2ÃC¹2ÆC¿d´-Ô€Õ=¿ Ñ å3Æ3Ç × µ3¾ Å µ<br />

µC¼2Ù3Ù*ÃC¿[Çg¹k¿c¹2½Ò¡lÇgµ3¾¿uÙ3ºg¹¡å3½À*»ñ¾ÀÃ<br />

¼(Ã!*½À*Ë¡¼2ÃRÇ%»;¼2ÃCÃ31ºHÛ<br />

M¡J.(BC02BF?¡.%),1'.(BC01(BF(2.%‚„),BJfZ]),BJ),+L./6l.(BC01(BF(2.<br />

_,`C"]%_`p¨)BJt_`…YDvQE:(1k63B16+Qb).SF?6312F?0+e{J2BG<br />

õKìµC¼?Ò¡¾ÀÃRÇcºg¹,É3Æ Å HÉð¼<br />

± ßàá ± ßàNá<br />

àè æoç<br />

ÞCóô<br />

?>0*)F?0¡Jh]80„BF?6312F?0+enF?+L).1.M¡Jh]<br />

0M¡JOHU‡†€6312F?0+ë<br />

),1y./2BC0(BNF?2.„_K),BJYˆU|cBs6P(>)A!@+3]501:f6B+en4v),+L./<br />

¿c¾À»PÙ3½ Ñ Ã¼?ÇgÆ3º/¼(½^É31ÚCÃC¾ØÇg¾À¹¡Ãn¹2·b¿}ÂÃÄ<br />

Å µ3ºg¹2ÃC¹2ÆC¿öÇcºg11Äȼ¡É(Êw¹¡¾ÀÃC¾ÀÃ3Ë÷É1ºg¾ÀÒ¡¼?Ä<br />

@-63.01&3uL.W.(BC02BF?P…U<br />

ib:l(>)A!@+„),+L./6.:6RQW.^‰g.g0u:6RQŠJ‹yF(+0u1:?0161F2),+<br />

Çg¾À¹2à Ñ<br />

å¼2¿c*Éø¹¡Ãù¾À¿c¹¡»P¹(ºgÙCµ3¾¿c»P¿<br />

åÇ × 1*ÃÁ¿}Ç/¼2ÃÉ3¼(º/É¥Çcºg*Äw¼2É(Êw¹¡¾ÀÃC¾ÀÃCË<br />

É1ºg¾ÀÒ¡¼?Çg¾À¹¡ÃC¿ Ñ Çgµ¼(Çm¼HÒT¹¡¾É¿nÇgµ3s1ú,Ä<br />

);@-6BC0EF(6+LJf8-<br />

F?+L).1.MNF2)R0163Bf.2U%†€6B.LJ(E.(BC02BF?;ˆ2Œ<br />

.F(+)3..M-F()R0163BP).5Q=(++3)3.h476350:%:G<br />

Ay)J^476501:€.e.g01(AKŽ<br />

Ùºg*¿c¿c¾ÀÒ,¾ÀÇÈÂû¼2ÃCÉ~¾»PÙ3½À*»P*ÃRÇ/¼2å3¾½À¾ØÇwÂ<br />

Ùºg¹¡å3½1»P¿€¹(·hÇgµCE¹2ºg¾ÀË2¾ÃC¼2½‘ºg × ºg¾ØÇg¾ÀÃCË<br />

É1ÚÃ3¾ØÇg¾¹2ÃNÛ<br />

U |g.d/12J?MB06B„6,4‘./eBF*:16B6.9iVW’<br />

Ay),B!F?+L).1./MNF2)R06B<br />

J2&R)R06BN“E0:bi6@F=6,40:b@)@N22]R639L.o0901:E”6+06B-•<br />

$'b.=01:;–^168+2A—1˜W6RQF(),Bz./eBF*:63B6.=i9VW’jJ2&R)RG<br />

06B8Nu¡J?MNB2J•¡“s$'B[64h0:¡./u@-63.1./8+02.€:)Jy06l8-<br />

óµCWÉ3 Å ºgH¼2¿cE¾ÀÃ!ú3Ùºg*¿c¿c¾ÀÒRÄ<br />

àè ßàá ± æoç<br />

àè æoç<br />

ÞCóü<br />

¾ØÇÈ Ño× µC¾ Å µ × ¹2ÆC½Ém¹2Çgµ31º × ¾À¿cf»;¼2ýT<br />

68‰g2FH01&3SF(02L)] QE:F*:{),1!J6F?A!(BC012J‡B<br />

F*:6C./2Bn8ë<br />

0:;F?6JB!A!)B),+‘4763b0:;)BB6,0*)R0163B0*).Ay)R012JS8eS+6RQbG}+2&(+N@16@G<br />

(02.[6,4o0:l./2BC0(BNF?Ub¢ml.(;63W@16,016,0ge@N;)3.[)y.:),+G<br />

+6RQtJ6F?AS2BC0%.g01F?01E),B)+e§2(¡],./@-2F()++e„J¡./B2Jl476<br />

2p# ƒx>),A!@+=6,4N)u1:?0161F2),++eP),BB6,0*)R0¡J;(>C011)3FH0¡]<br />

u<br />

QE01:z36+LJ./01)BJ),*Jl‰gJ2A!(BC0lD?1˜WAy),BN“3O<br />

.1F?(BC0MNF=0(>0€),BJS32),12J—016RQ=)1J. 01:E


®!¯Ž°F±#²K³-´\µ¯<br />

°£µ¦®'°µ¦·¢®>¯<br />

¯£µ"µ½ ¾-½-¯£µµ"½<br />

¸Q¹ºS§>ª»"¦"ª©z»nºk»"¹¼<br />

­<br />

®!¯Ž°F±#²K³-´\µ¯<br />

°£µ¦®'°µ¦·¢®>¯<br />

¯£µ"µ½ ¾-½-¯£µµ"½<br />

¸Q¹ºS§>ª»"¦"ª©z»nºk»"¹¼<br />

¤{¥8¦"§'¨-©O¦ª«B¬ ­<br />

!"#$%'&¤()¤¦"*+-,¤!+/.0&¤12<br />

¢<br />

'567+6,8 9: )3¤4<br />

&#$ !!!&?,,¤)&-"3@'¤'+A1B!,8!¤1C&D)3¤ FE-¤G<br />

;<br />

¢¤1B>#&D(!9JIKD&D81B!#&D(DD3¤¤16G<br />

+H&.F)3<br />

½6·ÀÂÁ¦®'°Ã!=Ä=¾6®>´ÂÀ° ŢƵ¦®>°¾µ Ç!ÈÉ Êz² Ç>±É ËO²<br />

¿<br />

½6·ÀÂÁ¦®'°Ã!{Ì{Í-µ°Ã>À\Á¯FƵ¦®>°¾µ ±zÈÉ È!Ê ±O±É ±OÎ<br />

¿<br />

!1©CM0N9 9 O1P1)Q)3¤ @) O1BJ¤1R¤&"#)&<br />

'"#.L<br />

UTOVWA,8,S >"XJ&X)"U'&),8Y'Z&,,S&) !1%)&<br />

&.S)3¤<br />

¿ ½6·ÀÂÁ¦®'°Ã!=Ä=¾6®>´ÂÀ° Å#ÏÐXÀ°´ÂµOÏѵ"½#°µ"½Á"µ Ê!ÎÉ ËOÊ Ê!±É È>Î<br />

!1©©& ¢Q3-@[S ¢)¤),'&¤*&.=\"<br />

)&J)>+H>E-<br />

>).0&¢¤' ']^%¢3-¢[8/&#$!(GN_))!1`&a3 b1#"ZN9 9<br />

,S<br />

µ"½-Ò>°Í8Ï-®!½6·nÓ=µ¦®!·µFÐÅÔBµ4Æ-µ¦®>°¾µ"¯<br />

ÕK¨6»"¹Öª¬S¹<br />

²!ÇÉ ÊzÈ<br />

>,S >¤1 >-=&c,3¤( OZ)38#4&6!'=&¤+¢" >+%"#3 ><br />

)&6&Q1B<br />

!+6R&` >¤ >Q,3") !!9¢IK@R) O(¤\OUQ3-<br />

)38d)<br />

> !e>%@1B&B'¢ !"*.0)&f)3¤ ¢¢<br />

&D<br />

9hg43 @_¤"*E¤!()&H73-8K3&#À\Á¯FƵ¦®>°¾µ Ç>ÊÉ ±#È ÇOÇÉ È>Û<br />

¿<br />

½6·ÀÂÁ¦®'°Ã!{Ì{Í-µ°Ã>À\Á¯"Ï6Ì{µ"´\®>°ÀÂÜzµ ÊÚOÉ ËzÈ ÊOÙÉ ²>Ê<br />

­ ¿<br />

®>½6·¢ÐXÀÝ°´ÂµhÆ-µ¦®'°¾µ"¯<br />

Ã#Á¦®>°ÀÂÃO½<br />

ÕK¨6»"¹Öª¬S¹<br />

±zÇÉ ²!Ê<br />

%,¤)&B' O)A&.=&)&a¤1H¤1B>)&*,3") %16G<br />

IKA3<br />

> O1H)%\" !&¤)+PH&¤A >56,S >Q !-!S !a,¤(D&.{&<br />

1B&R&D3¤z$<br />

¢>`)n# c} ¤) > !~1R*.0&&#9<br />

'&),¤¤>9Q|=BU >8' @[S ' >b) > !R¤1c¤¤( ! >b1<br />

a'&Q,8 b$ >")&¤Q&.@&c¤1!#)& ,3") b( [8 >G<br />

€<br />

U81R.L) !7)3 U&#&/,)&B> !=.0&73@731<br />

.0&<br />

!#!4¢&@1,B)$*)&J¤ >[ %>E-)\&b&.<br />

J¢<br />

>RM0‚6Vb1B&B'¤Q !-"Y¦92|= >.0& J)3 /¤&G<br />

&.h&U¤2(<br />

!*.0&U)3¤U)3"1©3 ¤1B>)&@,¤3( ¢(<br />

)&d,&B'<br />

!K.0)&ß'&),8A1¤(&P)38#@81B!#&"<br />

¤1!#)&D,3")<br />

'4!'&e> O1J >$ > .3 D()* '5B,!(&¢.0&¤1P<br />

<br />

!1+H'&-"!1ƒTO„…TQ81B!#&@,3")!!†3 c&"#G<br />

<br />

!o.0&=)3*=)3¤"1 &+ >&-)[B) O1c&3 ><br />

)&P,&6><br />

>-!NC[n&+2)QD)&a& J&.F3 '5Q,¤ O<br />

&U1B<br />

@O9 P)3<br />

,¤3( O>9 € 3 !d¤(R)3¤ J¤1!#)&@(U[8 >.0& %3<br />

V‡-V<br />

!>k3 ¢*)3¤"1a&.{3 Q)"¤R1<br />

¤&"#)&2,&6><br />

J3¤z$ QŠ(&Q ¢, >Q¤)+H >5B,8 !)¢ >-@d81B\G<br />

€<br />

€ R¤( O1“a)Q,¤ R¢ ')3¤&61Ĵ¤G<br />

>#&%¢!E¤)\&9<br />

O# !1R78(! >Ẑ&+c¤1!#)&7,3") !<br />

7,"¦!+¢)<br />

h¤) !1Q3¤#4) O1B+Q&B>>) !1QJ)3¤ h_¤"F¤( h)[By O¦oJ#)) !{(,S'G<br />

¤1B<br />

'4B&J#!+J!¤> > O1J&B71BU3<br />

'_8K()¤F<br />

!)()>R&3H.0&<br />

)3¤&3H3¤816GŽ>.L)<br />

!!†8A > !e> O7) O)&¤[+ &¢,B"#)&8<br />

a)Qnt6¤1©Z$6e9X)<br />

V…Q,¤ OF/ !39<br />

!4&.Z&¤1P‡Q)&<br />

Kd1B&¢8>9 €<br />

-\_8n)&,>!S&*(> OK`kš)› s"q •‹›œ©š<br />

,S<br />

>¤ n[6+Rt6c¢&) Q(&,3!#) O1a>)) !)Jt Q(G<br />

[¤)<br />

>"¦&“[S ' > )3¤ P!-)_8Z!)!""3@))'!<br />

¢<br />

> >-U)¢)+H¢ !(!A&<br />

>>&-O¤12[6+H¤)¤H1B\jk<br />

>h)¢7,3") !F)& >)3 !!9<br />

'¤<br />

!>!))+J,) O( !-4R&)3¤ >4) >567+-,S !!9<br />

>,¤o<br />

J&o&"#&¢"3<br />

Q&.FB.0&)J#&a¤\Uo1B&J©2&1 >A)&/$#1)<br />

)&b(><br />

>-) !¤' Oh qSä •o)3¤ U1 !C.0&¢)&/<br />

(&¤4<br />

F) ='&_81B >-?)3¤?,S >).0&J¤> F)3&¤1@[S<br />

!>#c3 '&!K()¤') =.0&¤¤1ƒ)3¤P<br />

)1B !)&¤!#3 KJ "3¤ > 7o)&UJt 4)3¤ h81B!#&


úîhôý©ñ÷îKêJëíúJê¢ôñíþ#ëñ)íôú¤è{ó8î!÷íú8ò ôé¤ìFòBî úíñ)íôú ôý<br />

<br />

èï'íî>ú-ñ)í ïRëì)ñ)íï'ðî!è%íènñ)÷8ë#ñQñ)÷íè<br />

ì÷î'ñôìíï!ëð{ìôðî!èný0ôé¤ú¤ò“íú<br />

ú î>ø6ùSî>ìíêQî!ú-ñ{íè{ï'éìì)î!ú-ñ)ðõ%éú8òBî>ìö=ëzõUñ)ônè)éó¤è(ñëúñíëñ)î<br />

5<br />

87`î{÷¤ëzþîoö7ìí\ñ)ñ)î>úQëhï'ôBòBíúÿAê¢ëú6é¤ëðNüzí¨ î¡ zëúUôùBû<br />

ñ)÷¤íè?ï'ðëíê6<br />

ÿìôé¤ù:@ôì@=%ñ÷¤ëúRíú/ÿì)ôéùBAC<br />

÷îDé¤è)ëóíðíñõJôýÿôðòcè(ñëú¤òëì"òèFÿëíúîOò íúRëúPëúúôñ"ë#û<br />

¢<br />

D<br />

ï!ë#ñíôú<br />

ý0ôì7î'ø6ñìëï¦ñ)íôúRëú¤òRì÷î'ñôìíï!ëð©ï'ðëèè)í<br />

÷î!ì)îaíèRëmè)íê¢íðëìcúôñ)íôú”ôý^_$`Šù÷ì"ëè)î!è!ü4ñõ6ùíï!ëððõ<br />

¢<br />

j ÷¤î'ñ)ôì)íï>ëðk96ñ)ìé¤ï¦ñéì)î<br />

¢ ÷î!ôìõl j 9 ¢ vòBî úî!èiðôBï>ëð<br />

øBî!òwì÷î'ñôìíï!ëððõƒëúú¤ôñëñ)îOò^ñ)ìî>î`èñì)é¤ï'ñ)éìîHñ÷ìôéÿ÷”ë<br />

<br />

¢ ÷î>ìîoëìî{ëéBñ)ôû<br />

ï'ôê¢ùðî'ñîoì÷î'ñôìíï!ëðëú¤ëðõBè(íè©ôý6ñ÷îoñî'ø6ñ<br />

ý0ôìPëó¤èñìëï¦ñíúÿdñ÷¤ëú^ñ÷îaðô#ö=î>ì ðî>þî>ðKù8ëì)ñè<br />

íê¢ùSôì)ñëú-ñ<br />

úðí¤£î j 9 ¢ ü6öFîDëìîKúôñ4ï>ôú¤ï>î>ìúî!ò ö7í\ñ÷Pì÷î'ñôìíï!ëð8ì)î!ðëû<br />

r<br />

ñ)î>ú8ï'î!è4ôìhï'ðëé¤è)î!è<br />

è=ë%ìî!è)éð\ñOü6öFîDï>ëú ù8î!ì(ý0ôì)êâë%ìôóé¤è(ñFì÷î>ñ)ôìíï>ëðkëú8ëðû<br />

5<br />

ôúîDðî>þî!ðòBî>î!ù<br />

ýKï>ôéì"è(î¢ñ÷îRì)î!ùì)îOè(î!ú-ñë#ñíôúdôý7ñ)÷¤î ñ)î>ø6ñ1 èQè(ñ)ìé¤ï'ñ)éìî<br />

<br />

E>FHGJI8K-FHLNMPOø6ù¤ðëú¤ë#û<br />

è)éê¢ê¢ëì)íî!èJï>ðëíêJè<br />

ñ)íôú8èCôì?ï>ôê¢ê¢î>ú-ñè!üö7÷î!ì)îOëèCíúnñ)÷î=ý0éððëì)ñ)íï'ðîFë*è)î>ú-ñ)î!ú¤ï'î<br />

ëíï'î6T¥U Vhö4ëèDùìôó8ëóðõbñ)÷¤î ìè(ñUë#ñ)ñ)î>ê¢ùBñnëñUíê¢ùðî'û<br />

S<br />

ý0ôìJù÷6õBè(íï>è¢ëì(ñíï>ðîOè<br />

êQî!ú-ñ)íúÿŠëúmî>ø6ñ)ì"ëï¦ñíôúmê¢î!ï"÷8ëúíè(ê<br />

ï'ôú6þî>õ6íúÿ*ñ)÷î*è)ëê¢î7íúBý0ôì)êJëñ)íôú¢ñ)î!ú¤òèoñ)ôUóSî7ý0ôìêné¤ðëñ)î!ò<br />

ê¢ôìîRñ)î!úñ"ë#ñíþî>ðõmëú¤ò ö7íñ)÷wë`÷íÿ÷î>ìJðî>þî>ð7ôýAìî'û<br />

êné8ï"÷<br />

ñ)÷¤ëñì)î!ðíî!ò*ôú@ù8ë#ñ(ñî>ìúBûŽê¢ëñï"÷íúÿ4ôùSî>ì"ë#ñíôú¤è!ü>ó¤ëè(îOòAôúDíúBû<br />

H2£ú¤òíï!ë#ñ)ôìXù÷ì"ëè)î!è?÷¤ëzþî=óSî>î>ú%ý0ìîW-éî>ú-ñðõ<br />

òBíï!ë#ñôìXù÷ì"ëè)î!è<br />

¢ ÷6é¤è!üíñUíè@éúðí¤£î>ðõHñ÷¤ë#ñUö=îJö7íððoóSî ëóðî¢ñ)ôbé8è(î<br />

è)î>ìþî¡<br />

ñ÷înóSôBòBõ/ôýZñ÷îUñî'ø6ñAö7íñ)÷ôéBñ<br />

è)î>ú-ñ)î!ú¤ï'îOèhî'ø6ñìëï¦ñ)îOòRý0ì)ôê<br />

üZ¡¥A¥' S ëíï'îhëú¤òXôúîOè<br />

é¤è(îOòJè(íú¤ï>î7ñ)÷î!ú:YXô÷¤ú¤è(ôú¢î'ñ=ëð¨<br />

T¥¡A$hêJëòî%ñ÷î¢ê¢î'ñ)÷¤ô6ò`ê¢ôìî\[¤î'øBíóðîQó6õaè)éùù¤ðõ6íúÿbë<br />

úíñ)îaè(ñëñ)îHÿìëêQêJëì¢ý0ôì íú¤òBíï>ëñ)ôìcù÷ì"ëè)î!è è)ù8îOï'í ï/ñô<br />

<br />

íèQñ)÷¤ëñcè(î!ú-ñ)î>ú8ï'î!èJëì)îPñ)ô6ô<br />

ï"÷¤ëúÿî¥ ¢ ÷î/êJëíúƒùì)ôóðî>ê<br />

ðëìÿî7ëDéúíñZý0ôìoì÷î>ñ)ôìíï>ëðëúúôñë#ñíôúQëú¤òQî'ø6ñ)ì"ëï'ñ)íôúüëè<br />

óSî!ï>ëê¢î%ëù¤ù¤ëìî>ú-ñAòBé¤ì)íúÿJñ÷î%÷6éêJëúaëúú¤ôñëñ)íôúbù÷8ëè)<br />

]©Kô#öFî!þî!ì!üZö=îRëì)îcñ)÷î ì"è(ñ%ñô<br />

ñ)÷î/ëÿì)íï'éðñ)é¤ì)îRòBôêJëíú<br />

ì÷î'ñôìíï!ëðoè(ñëñ)é¤è@ôý7íú¤òíï!ë#ñ)ôì@ù÷ì"ëè)î<br />

î'øBùðíï>í\ñðõ2é¤è(î¢ñ÷î<br />

íòBî!ëððõüCôúîJö=ôéðò2ðí§£î¢ñôHëúúôñëñ)îJëú¤ò`î>ø-ñìëï¦ñUë/éúíñ<br />

î¡ ë/ï>ðëé¤è(î¥ ©hô#ö4û<br />

ñ)÷8ë#ñnï'ôì)ìî!è)ùSôú¤òèAñô/ë/ù¤ì)ôù8ô-è(íñ)íôúüí¨<br />

î>þî>ìOü©òBéî%ñ)ôcù¤ì)ôóðî!êJèAôý{ëê%óíÿéíñõRóSî'ñö=î>î!ú2è)î>ú-ñ)î!ú-ñ)íëð<br />

è)éó8ôìòíú¤ëñ)íôú'ü6í\ñ4íè=òBíýLû<br />

ëú8òJù÷ì"ëèëðkï'ô6ôì"òBíú¤ë#ñíôú‹ëú¤ò<br />

ï>éð\ñKñ)ô ú¤òbï>ðëé¤è)î!è7ëéñ)ôêJëñ)íï>ëððõcö7íñ)÷/ðô#ö4ûŽðî>þî!ðkñ)ô6ôðè<br />

<br />

òBíèï'ôé¤ìè)îPëú¤ëðõBè(íè>ü{ö7÷íï"÷ íè¢ï>ðô-è(î!ðõŠìî>ðë#ñî!òdñô<br />

é¤è(îOò“íú<br />

baFô÷î!ú>J¥U$#4AòBî úî!è<br />

ôéìDúôñ)íôúdôý=íú¤òíï!ë#ñ)ôì@ù÷ì"ëè)î!è<br />

¤ôìDúô#ö@üköFîQ÷¤ëzþîUñ)ô/ï'ôú-ñ)î>ú-ñ*ôéì"è(î!ðþî!è<br />

ðí¤£înñô¡£î!úí§>î>ì"è<br />

ö7íñ)÷“è)î>ú-ñ)î!ú¤ï'îOènëèUôéìnè)î>ðî!ï'ñ)íôúdéúíñný0ôìUùéìî>ðõaù¤ìëï¦ñ)íû<br />

ï'éîhö=ôì"òèoëè{ëððSöFôìò¤èoëú¤ò¢ù¤÷ìëè(îOèoé¤è)î!ò¢ó6õ%ñ)÷î*è(ùSî!ë¡£î!ì<br />

ñ)ôDòBíìî!ï'ñ)ðõ@íú8òBíï!ë#ñîFñ÷î7èñì)é8ï¦ñ)é¤ì)î=ôýñ÷î7ëìÿéê¢î!úñCñ)ô*ñ)÷¤î<br />

¢ ÷î%è(î!úñî>ú¤ï>î'ûŽó¤ëè)î!òbëùùìôëï"÷PùéñKý0ôìö4ëì"ò<br />

ï>ëðìî!ëè(ôú¤è<br />

óSîbíê¢ùìô#þîOò<br />

÷î!ì)îbëï"÷¤íî!þî!èQÿô-ôBòƒìî!è)éð\ñ"è>üFö7÷íï"÷ƒê¢íÿ÷-ñ<br />

caFéî@ù÷ì"ëè)î!è7ëì)îAñõ6ùíï>ëððõPè)÷ôì)ñhëú¤òRï'ôêQî*ý0ìôê<br />

÷î!ëì)î!ì<br />

ÿC 4ëòBþî>ìóíëðèJôìcè)î>ú-ñî>ú¤ï>î<br />

ë“ï'ðôè)î!ò6û£ï'ðëèè¢þôBï!ëóéðëìõd‹î¡<br />

ðë#ñ)î!ì7ó6õcëQêQôì)î@è)ôù÷¤íè(ñ)íï>ëñ)î!òPéúíñKíòBî>ú-ñí ï!ë#ñíôú<br />

5 è4ë%ìî!è)éðñ!ü-ñ)÷¤î*ðíúÿéíè(ñ)íï<br />

ï'ôú¤úî!ï'ñ)íþî!èYeí\ñêJëúü¡¡f$J'<br />

òíhgkî>ìî>ú-ñ=ëéBñ)÷¤ôì"è<br />

ì)îOëðí¤Oë#ñ)íôú¢ôýSñ÷îAï>éîKù¤÷ìëè(îOèZóSî'ñö=î>î>ú<br />

é¤ìJíú¤òíï!ë#ñ)ôì¢ù÷ì"ëè)î!è!ü{ôú ñ)÷¤î<br />

ñ)î>ú8òèQñ)ôdóSîbíú6þ#ëìíëú-ñ<br />

êQôì)îKþzëì)íëó¤ðî¥óSî!ï!ëé¤è)îhñ÷î>õ<br />

ôñ)÷¤î>ì{÷8ëú¤ò©üBëì)îhðôú¤ÿî>ì=ëú¤ò<br />

ï!ë#ñíôú%íèZíúñéíñ)íþî4ñ)ô@÷6éêJëú¤è ¢ ÷íèoï'ôéðò%óSî7ìî>ðî'û<br />

ï'ðëèè)í<br />

þ#ëú-ñ=ý0ôì=ñ)÷îDùìôBï'îOòBéìîAôý÷ô#ö”ÿôðòcè(ñëú8òëì"òè{ý0ôì=ñ)ì"ëíúBû<br />

ÿ-ëíúî!ò ¢ õ6ùíï>ëððõü?ö7÷î>úm÷-é¤ê¢ëúmëú¤úôñ"ë#ñ)íôúŠíè<br />

íúÿaëìî<br />

ñ)ô“òî úîbÿôðò^èñ"ëú¤òëìò¤èný0ôìcè)î>ú-ñ)î!ú¤ï'îbî>ø-ñìëï¦ñíôú<br />

é¤è)î!ò<br />

òBî>ùSî>ú¤ò`ôúañ÷îJíú8òBíþ6íòBé¤ëðoö7ì)íñ)íúÿHè(ñõ6ðîü©ñ)÷î!õ2ëì)î¢ê¢ôìî<br />

ï>éð\ñ7ñô¢íòBî!ú-ñ)íý0õPëéñ)ôêJëñ)íï>ëððõ¡<br />

òBíhi<br />

"!Hëì"ï'éü¡$#¡¦üCñ)÷îPíú8èñì)é¤ï'ñ)íôú¤èUñ)ôbñ÷î<br />

kî!ï"÷úî!ì!ü¡¥<br />

þ#ëÿéîPëú¤ò“ù÷¤ìëè(îOòdíúmñ)î>ìêJèQôýhíêQùSôì)û<br />

ëú¤úôñ"ë#ñ)ôìè%ëìî<br />

ì)÷î>ñ)ôì)íï>ëðwì)î!ðëñ)íôú¤è¢óSî'ñö=î>î!ú<br />

è(î!úñî>ú¤ï>î!èâëú¤ò‘ï'ðëé8è(îOè<br />

Y!Hëúú ëú¤ò ¢ ÷ôê¢ù¤è(ôúüm¡Un#4¦üZíúmôìòî>ì%ñ)ôdóéíðò éùƒë<br />

+*Kéîañ)ôŠñ÷î<br />

ñëú¤ï'î%'&)ëúúôñë#ñîHíêQùSôì)ñëú-ñPè(î!ú-ñ)î>ú8ï'î!è)(¥'<br />

ñî>ìê0/ íêQùSôì)û<br />

è)éó-,î!ï'ñ)íþ6í\ñõdëú¤òŠñëè.£dòBî>ùSî>ú¤òî>ú¤ï>îcôý7ñ÷î<br />

íú¤è(ñ)ìé¤ï¦ñíôú¤ècé8è(é¤ëððõ^ì)îOè(é¤ð\ñ/íú’íú8òBíþ6íòBé¤ëððõ<br />

ñëú-ñ1üAè)é¤ï"÷<br />

ì)î!ðëñ)íôú¤è!ü¤î!í\ñ÷î>ì<br />

ñ)÷8ë#ñ@ôéìDëú¤úôñ"ë#ñ)íôú<br />

ê¢ëñ)íï@ùìôBï'î!òéì)îOè7ý0ôìAìî!ï>ôÿú¤í¤!íúÿ j 9 ¢<br />

þ#ëìõ6íúÿRëúú¤ôñëñ)íôú¤è 32Žý=ôéì@ï'ðëíê<br />

üp¥4qn96é¤êQíñë%î'ñ7ëð üZ¡$=¡Xôì<br />

÷î>éìíèñíï!ëððõoY!Híí§£îAî'ñ7ëð<br />

ý0éððì)÷î>ñ)ôì)íï>ëðSù8ëì"è(îY!aëì"ï'éü¡$#¡@<br />

ó-õ<br />

ë“ê¢ôì)îHôó-,î!ï'ñ)íþî<br />

èï"÷î>ê¢î2òî úîOècìî>ðî>þ#ëú¤ï'îaï>ì)íñ)î!ì)íëŠíú<br />

úí\ñíôúJôý©íêQùSôì)ñëú¤ï'î7íú¢ñ)î!ì)êJèZôýkñ)÷îOè(î<br />

ö4ëzõUíèoñ)ìéîü-ë@òBî<br />

ì÷î'ñôìíï!ëð-ì)ôðîOèCè)÷ôé¤ðò%êJë4£î{ñ)÷î=ñ"ëè.£@ôýSëúúôñë#ñíú¤ÿKÿôðò<br />

÷î!ì)î¢ëìîJè(ôê¢î¢ëú¤ëðôÿíîOèKóSî'ñö=î>î!ú`ñ)÷îOè(îJëù¤ùì)ô-ëï"÷îOè<br />

¢<br />

ëú¤ò`ñ÷îPëú¤ëðõBè(íèUùìôùSôè)î!òdíúŠñ÷íè%ù¤ëù8î!ì!üXî>þî>údñ÷ôéÿ÷<br />

è(ñëú8òëì"òè=î!ëè(íî>ì<br />

b7`îüCñ)ô6ô¤ü?ó8î!ðíî>þîJñ)÷8ë#ñUñ÷î êJëíú<br />

ñ)÷î!õ2ëìîJúôñnôó6þ6íôé¤è<br />

òBíèï'ôéì"è(îKè(ñ)ìé¤ï'ñ)éìîKôýënù¤ëù8î!ìFíè=ëU÷íî>ì"ëì"ï"÷íï>ëðNüì÷î>ñ)ôìíû<br />

î>ì"ë#ñíôú¤ëð?òBî!èï'ìíùBñ)íôúHôý{÷ô#öiñ÷î%ì÷î>ñ)ôìíï>ëðCì)ôðîOèAëì)înñ)ô<br />

óSî%ëú¤úôñ"ë#ñ)îOò©ü¤ó8ëè)î!ò/ôú:9Bö=ëðîOè18ì)÷î>ñ)ôì)íï>ëðê¢ô#þî!è!üíú¤òBíû<br />

¢ ÷î*óìëú¤ï"÷îOè{ëìîAëúúôû<br />

ï>ëððõ¢ëúúôñë#ñî!ò¢ñì)î!îAè(ñ)ìé¤ï¦ñéìî¡<br />

ñë#ñî!ò@òBí¤gkî>ìî>ú-ñ)ðõüzóéBñCôúî{ï>ôéðò@ëìÿé¤îXñ)÷¤ëñôéìCì)÷¤î'ñ)ôì)íï>ëð<br />

82£úQñ)÷¤îhî'øBùSî>ìíê¢î>ú-ñOüö=î4ï>ôêQû<br />

ï>ëñ)ôìZù÷ì"ëè)î!è!üëú¤ò¢ï'ôú-ñ)î'ø6ñ<br />

ù¤ëì)îcñ)÷îRíú-ñî>ì)ûŽëúúôñ"ë#ñôìUìî>ðíëóíðíñõdôýAëúúôñ"ë#ñôì"èUö7÷ô<br />

ï{ì)îOëðí¤Oë#ñ)íôú8è©ôý j 9 ¢ ìî>ðë#ñíôú¤è<br />

ì)ôðîOèëìîZñ)î>ø6ñ(ûNñõ-ùSîFè)ùSî!ï'í<br />

7`îDó8î!ðíî>þîKñ÷¤ë#ñ4ñ)÷¤î*é¤ùù8î!ì7ù¤ëì)ñè=ôýñ)÷¤îAñì)î!î*ëì)î*ê¢ôìî<br />

÷¤ëzþîhì)îOëò¢ñ÷îDëúúôñëñ)íôúJÿé¤íòBî!ðíúîOèoñônñ÷¤ë#ñ=ôýñö=ônï'ôúBû<br />

ë2è(îOï'ôú¤òŠÿìôé¤ù“ö7÷ôa÷8ëè%ó8î!î>úmíú¤è(ñ)ìé¤ï¦ñî!ò<br />

ñ)ìôð=ÿìôé¤ù¤è¦<br />

êJëì)£ íú¤è(ñëú8ï'î!ècôý@ñ÷î2è)î>þî>úwì÷î'ñôìíï!ëðKìôðî!è ö7í\ñ÷Bû<br />

ñ)ô<br />

ôéñnëú6õbý0éì)ñ)÷î!ìUíú¤èñì)é8ï¦ñ)íôú8è>ü?ëú¤ò`ëRñ)÷íì"ò2ÿì)ôéù`ö7÷íï"÷<br />

ñ)íôú¤è*óSî'ñö=î>î>ú2î!ëï"÷aè(î!ú-ñ)î>ú8ï'îQôì@ï'ðëé¤è)îükóéñDö=î¢ï'ôú8ï'î>úû<br />

ñ)ì"ë#ñ)îFôú@ñ÷î=÷íÿ÷î>ì?ðî>þî!ðèCôýBñ÷îFñ)ìî>îü#ö7÷8ë#ñXöFî=ï>ëðð¥s¥tvu-w¡x4t<br />

ì)÷î>ñ)ôì)íï>ëðì)î!ðëñ)íôú¤è¦7ìî>ðë#ñ)íôú8èhôý{ï>ôú-ñ)î!ú-ñAéúíñè*ö7íñ)÷2ì)î>û<br />

H7`î4é¤è(î4íú¤òBíï>ëû<br />

è(ùSî!ï'ñCñôAñ÷î7ï'ôúñî>ú-ñXôýñ÷î4ö7÷ôðî=ëì(ñíï>ðî¥<br />

ôúðõ“ó8î!î>ú^íú¤èñì)é8ï¦ñ)îOòƒñ)ôŠëú¤úôñ"ë#ñ)î/íê¢ù8ôì(ñ"ëú-ñcè(î!úBû<br />

÷¤ëò<br />

2Žý{ôéìAòBî úíñ)íôú¤è*ôýZñ)÷î%ì)÷î>ñ)ôì)íï>ëðìôðî!èKï!ëúHóSî<br />

ñ)î!ú¤ï'îOè<br />

ï'ôú6þî>õî!ò`ñôaôñ÷î>ìQ÷6éêJëú¤ènôùSî>ì"ë#ñíôú¤ëððõüXÿìôéù;Pö7íðð<br />

î>úHè)î>úû<br />

íúñéíñ)íþîü4ÿì)ôéù>=2ö7íðð*ëúú¤ôñëñ)îbè)íê¢íðëì)ðõŠñ)ôŠÿì)ôéù?¡<br />

è)÷ôé¤ðòvóSîŠ÷íÿ÷î>ìbíú î>íñ)÷¤î>ì<br />

2£ú-ñ)î!ì(û£ëúú¤ôñëñ)ôìRìî>ðíëóíðíñõ<br />

éì7ñö=ôû£èñî>ù<br />

õ6è)íè7ö7í\ñ÷ôéñKñ)÷¤îUúî>îOòRý0ôì*ëyz_4t§t{ëú¤ëðõBè)íè<br />

î>ú8è(éìî!èFñ÷¤ë#ñ7ö=î ú¤òcÿðôó¤ëð ððî>ì"è{ý0ôì4ñ)÷íè{[8ëñ<br />

ëùùìôëï"÷<br />

ñ)íôúcó¤ëè)î!òJôúJôéì=ì÷î'ñôìíï!ëðìôðî!è{ö7íðð8÷8ëzþî7ñônóSîKî!è(ñëóBû<br />

î>þ#ëðé¤ëñ)íôú<br />

ðíè)÷î!òRíúbëúRíú¤òî>ùSî>ú¤òBî!ú-ñ!üBñ"ëè.£ûŽó¤ëè(îOò<br />

ìî!ëè(ôú¤ëóðõR÷íÿ÷2ï>ôú òî>ú¤ï>î%ðî>þî>ðNü<br />

ñ)ìî>î%è(ñ)ìé¤ï'ñ)éìînö7íñ)÷dë<br />

ñ÷îKðô#öFî!ì{ëìî!ëèoôý©ñ)÷îKñ)ìî>î¡<br />

ë#ñoñ÷î*ï>ôè(ñFôýè(ôêQîAòBî'ñ"ëíð8íú<br />

2£ú¤òBî>îOò©ükñ)÷¤îQëúúôñ"ë#ñíôú2èï"÷î>ê¢î%òî!èï'ìíóSî!òaíú2ñ)÷íèDï"÷¤ëùû<br />

ì)÷¤î'ñ)ôì)íï>ëð=ñ)ìî>î!è¢ö7÷¤íï"÷^ëìî<br />

ñ)î>ìJôúðõ“ëððô#öhèQé¤èQñôŠóéíðò


‘ ‚c‘C}.ƒ’Œ4®p†ˆƒ'€)|4“‰§„§ Ÿ¡‘ „—}J€.„—‹„¤-®vŒ¥‚.†|4€.„§Œ¡\†ˆ|¡µ¡ƒ}"Œ¡‘ ‚c|¡‡-“<br />

´<br />

‚)Œ¥|¥‹•”–-„¤·Zƒ‚.ƒ$€’®v‚.Œ¥†¸†ˆƒ'€.”CŒn–C}’›’” „—‹•”B|¡„¤†¹| €’‚.ƒ‡ ‚)ƒ}.ƒ$€J“<br />

‡<br />

‘ €’€.” ƒ3‹Œ¡$€.ƒ¥€.“¦}.‡Zƒ‹'„¤Š‹‰§ƒ'-„§‹|4‰„¤€.ƒ†ˆ}Ž<br />

€.”Cƒš€.ƒ'n€@˜<br />

|Vn„¤CŸ£})|4„—–Ñ€.” „—}o›œƒ§‹|¡¸¡ƒ‚.­Ñ›{ƒ‰§‰ƒ$n„—}.|¡Ÿ¡ƒ¡Œ¥‘ ‚<br />

Ð<br />

Õ<br />

€.„§Œ¡B ƒƒ– }Ž<br />

„§-®vŒ¡‚)†|<br />

‘ ‚bŸ¥Œ¥|4‰¯„§}b€.Œ%‚.ƒ‹'Œ¥Ÿ¡ „§Ãƒ:|¡˜C}J€.‚•|¡‹¥€.“›{Œ¡‚.€.”n­]}.ƒ$€)ƒC‹ƒ}<br />

´<br />

ƒm›’‚)„h€)ƒ‚•}


ÅfÃÄ ®U”f®7i®f’f¤,<br />

¸Ó°¡µ]°Á¡Ô¸´7µ5ÕtºÖ;Ôº×ØÊUÅ,Â<br />

„À…: „ƒ:Û…:‡u–†f‰¥Œ§ƒ…:—,–ƒ:—…„WˆfxŒ–‡]<br />

ƇV…–Ùf¡3¥"Ú>Û‘j’U’‘UÜŸ<br />

®UÅ¡¤7[®*“¡¢ ¤[“[¤*Ã&Ä<br />

¡©¥]¨"©G„j[„j…Œ:„‚B¡G¥KŠ@]¨"†¡‚,á§S „‚ž¡S¦SË‘;’f’UÅÀš<br />

Æ—,œ‡]„;–<br />

»(Ô°7³/Ï"²:°;¸ºÐÐ&Ô'³*Á/´7³¼¿À´7³´Á*º¹`º³»y¢U“§‘ëÃ&Ä£ÅfÅ;[Ê‘U<br />

…†fŒ:„e–‰V†UŒ:Œ:‡QÝD–†7ƒ‡]Û‚Ø—,Œ=‡V‚‹<br />

éB‡Qƒ˜`†¡‚ž¡%•@9¥d‘j’U’f”,W§S—,„eœ<br />

¢UÃ&ÄV‘;Å¡’7D‘;”UÅ[ ¢,Â<br />

ˆf˜œ,Œ:ˆf‚ž¡©Ž%šwN‘;’fÊ*“[Wñ3 „ƒ:ˆf…:<br />

ðÀ†¡‚‚ž¡%¬.©§kV¡K†¡‚,ÍŸ<br />

~§"†f‰]‡]zˆf…‚‡u†G=Ži:ó7ñkŽ*Êi“;‘j’Uô<br />

Ž[ˆf—[ƒ<br />

ðÀ†¡‚‚‡V‚‹¡¥š$õ‘;’f’Uô£š¥›Œ§ƒ…†U–&ƒŒe‡]‚ö…:„j‰V†¡ƒ:‡Vˆf‚˃ˆd‰V†f…:‹U„…<br />

•k‡uŒ:Œ:„…:ƒ†¡ƒ:‡Vˆf‚ž¡[ò¥‚,‡]ÇU„…Œ=‡]ƒ§Þ[ˆ[–—˜„‚*ƒŒkO‚pÏ"²:°;¸ºº¼¡Ô'³*Á¡Ð<br />

û øBæfﺸԴ7µUç³,»Oº²º&Ð&»©è²:°¡±;ï/°7³Wå©°¡¹¥ï±[»º²§¦¨¢$±[Ò<br />

°=壢kç&Ò¥¤<br />

Ô°¡³,<br />

¹`´7³Jç&³,»Oº²:´f¸»<br />

Ô°¡³r¢¡”U”,Â=‘;Ã&<br />

äk¹º²&Ô¸´7³À¿Wº¼¡Ô¸´¡µäÐа;¸Ô´¡»<br />

²´f¸» Ô'³iÁW´7³¼/Ô'³D¼Uº:¾UÔ'³*Áf`éžÛ‚,[ˆf‚BÄ<br />

ñ3ˆ7Ì3‰V„Þf¡ž¥J‘j’fÊ*¢[>äÐ&»<br />

ª"‡]‚‹U‰]„jÞf<br />

Ž[†¡‰u†¡‹U„…:ðW„Þf„j…j¡¦S`‘;’f’*¢[kš<br />

’f®7D‘U‘j®<br />

ï°7к&Бf‘fÄ<br />

¡GðÿB¥W‘;’fÊf®,V¡G†¡‚,ØðW–;Ú‡]‰V‰<br />

¿À°j¼Uº²&³~ç&³;°7²&¹`´7»(Ô°7³JÕkº»(²&ÔºÖë´¡µPKŸyˆf«iÞfˆÄ9ðW–;Ú…†ëÌOí¥‡V‰V‰<br />

,†¡‰(¡tš$<br />

Ž[†¡‰]ƒ:Û‚ž¡kÚ>V¨$š¥‰V‰V†f‚ž¡k¥V¨ª"—,–«i‰V„ÞU¡§k]¨$†f‚,1Ži‡V‚‹U<br />

¢¡”f¤,ÄV‘¤*¢‘&‘¤*¢f”<br />

ˆ[£ «fˆ¡ê¥¦"$‘j’i“¡¢[3šk†¡œ[ƒ‡]ÇU„$˜„ƒ ˆ[~ˆ¡K†f—[ƒ:ˆf<br />

Ži«fÛ…:ˆ[–<br />

œ,†¡‚iÞU"‘U‘ë“¡’ëD‘U‘jÊ*¢[<br />

‡V‚ˆ¡;ŸV¨¡ò¥«i‡]ƒ†¡ëŸV¨¡†¡‚,š¥˜`†f…:ˆ¡<br />

Ži—˜‡]ƒ†¡7ÆV¨fŠk‚ˆ,¡ëÆ]¨f§S<br />

»zÓdè3º³Dº²:´¡» Ô°¡³Íå©°7¹tïD±[»Oº²æDÑëÐ&»º¹wÐ&<br />

°7³©Ô<br />

Žĭ¡‰V„jŒj¡¥‘;’fÊ,‘fSškŒ=œD„j–ƒŒtˆ¡©†¡…:ƒ:‡u–‰V„$‡V‚Uƒ…:ˆ[[—–&ƒ:‡Vˆf‚Œ,škŒ§<br />

„$†f—[ƒ:Û˜†¡ƒ:‡u–‹f„‚,„…†7ƒ:‡Vˆf‚Jˆ¡G‰V‡Qƒ„…:<br />

©%†¡‡u–„U¡§k,•wt‘j’fÊ,‘f%Ÿ<br />

›,†fŒ:„j>Û‚ƒ: „¥‡u[„j‚Uƒ‡QÝD–†7ƒ‡]Û‚<br />

†¡…Þ@†f›,Œ§ƒ…†U–&ƒŒÄ9†¡‚`†¡œœ,…:ˆ*†f–<br />

O‚*ƒ„…‚,†7ƒ‡]Û‚,†¡‰yŠk…‹U†f‚‡VŒ†7ƒ‡]Û‚˜`†f…:‡VÙ„j…jDO‚rÏ"²:°;¸ºº¼¡Ô'³*Á¡Ð°§t»'Ó,º<br />

»zÓeä@å9¿~Òæiç¡è%ç:Õàå©°7³jº²:º³D¸º¡”fÊ7“¡®<br />

âfã<br />

„J‡VŒ–Û—…Œ:„‰V„Çf„j‰SŒ=ƒ:…—,–&ƒ—…„rˆf<br />

éB‡V,[Þf¡Kêt%•wß‘;’f’,‘fØŸ<br />

„j˜œ‡]…‡u–†¡‰"†¡›,Œ=ƒ:…†f–ƒŒjĆf‚,†¡‰VÞiÙ„j…tzÛ…É=†¡œ,†f‚„jŒ:„<br />

ç&³»º²&³D´¡» Ô°¡³D´¡µtå©°7³;º²:º³D¸º<br />

ƒ:„Î*ƒ;WO‚áÏ"²°j¸ºº¼7Ô'³*Á¡ÐJ°=¹@±[³Ô¸´¡»<br />

ðÀ†¡…–—ž¡•w`‘;’f’i“i/½Ó,º²:Óº»°¡²&Ô¸´7µï,´7²Ð&Ô'³*Á¡øÐ&±[¹@¹`´7²&Ô]ù;´7Ò<br />

Ô°¡³d°§$³´7»(±[²:´7µ9µ]´¡³*Áf±,´Á*º>»º¾U»Ð&¥© B •@<br />

»(Ô°7³,ø´¡³D¼`Á*º³º²:´¡»<br />

N©…ˆ¡É§„;–&ƒ‡u–e†f›,Œ=ƒ:…†f–&ƒ<br />

š€z—‰]‰](ƒ:„Îiƒ>…:„ƒ:…‡]„jÇë†f‰SŒ:Þ[Œ§ƒ„˜úÌ3‡Qƒ<br />

âû »zÓ

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!