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(e res)5.96619 (earch)8.39233 ( lab)-15.68604 (s)6.02722 (. )-11.76453 (A)13.73291 ( g)8.43811 (e)-11.55090 (n)8.43811 (e)0.56458 (rat)-8.85010 (i)3.18909 (v)8.48389 (e)0.59509 ( HMM/)-8.75854 (C)6.83594 (F)-7.55310 (G )]TJ 9.96001 0 0 9.96001 87.96001 437.84235 Tm 0.00270 Tc 0.26540 Tw [(com)21.63696 (pos)6.45447 (i)-8.43811 (t)3.57056 (e m)21.68274 (odel, w)14.23645 (h)-3.06702 (ich)8.95691 ( )12.35962 (i)-8.34656 (n)8.97217 (t)-8.33130 (e)1.06812 (g)8.98743 (r)-1.31226 (ates)6.59180 ( )12.40540 (eas)-5.38635 (y)9.01794 (-)-1.26648 (to-)]TJ 9.96001 0 0 9.96001 87.96001 426.32259 Tm 0.00450 Tc 0.14310 Tw [(obt)5.34058 (ai)5.35583 (n)10.65063 ( do)-13.42773 (m)23.48328 (a)2.77710 (i)5.40161 (n)10.69641 ( )-11.79504 (kn)10.71167 (o)-13.38196 (w)16.02173 (l)5.43213 (e)2.83813 (dg)10.74219 (e i)-6.54602 (n)10.77271 (t)-6.53076 (o)-1.22070 ( a dat)5.52368 (a)2.91443 (-)12.51221 (d)-1.15967 (ri)5.52368 (v)10.84900 (e)2.94495 (n )]TJ 9.96001 0 0 9.96001 87.96001 414.92229 Tm -0.00549 Tc 0.05670 Tw [(st)-4.66919 (a)-7.26318 (t)-4.66919 (i)-4.66919 (s)-1.73950 (t)-16.64734 (i)-4.65393 (c)-7.24792 (a)-7.23267 (l)-4.63867 ( l)-4.63867 (e)-7.21741 (a)-7.21741 (r)-9.62830 (ni)-16.60156 (ng )-11.88660 (fr)-9.56726 (a)-19.27185 (m)13.54980 (e)-19.25659 (w)6.05774 (o)-11.24573 (r)-21.63696 (k,)-8.22449 ( ha)-7.12585 (s p)-11.18469 (r)-9.49097 (e)-7.08008 (v)0.82397 (i)-4.47083 (o)-11.16943 (usl)-16.44897 (y)-11.15417 ( )]TJ 9.96001 0 0 9.96001 87.96001 403.40253 Tm 0.00140 Tc 0.17030 Tw [(b)-4.47083 (een)7.53784 ( in)7.55310 (tro)-4.44031 (d)-4.40979 (u)7.58362 (ced)-4.39453 ( to)-4.37927 ( red)-4.36401 (u)7.64465 (ce )12.35962 (d)-4.31824 (a)11.76453 (ta req)-4.31824 (u)7.72095 (irem)20.50781 (e)-12.26807 (n)7.73621 (t.)-13.35144 ( )]TJ 9.96001 0 0 9.96001 87.96001 391.88277 Tm 0.00101 Tc 0.21890 Tw [(T)-14.58740 (h)7.14111 (e m)19.95850 (a)-0.73242 (j)-10.13184 (o)-4.83704 (r co)-4.80652 (n)7.20215 (t)1.89209 (rib)-4.79126 (u)7.23267 (tio)-4.77600 (n)7.24792 ( o)-4.74548 (f)8.95691 ( t)-10.02502 (h)-4.73022 (is p)-4.69971 (a)-0.59509 (p)-4.69971 (e)-0.57983 (r is th)7.35474 (e )]TJ 9.96001 0 0 9.96001 87.96001 380.36301 Tm -0.00571 Tc 0.20151 Tw [(i)-4.88281 (nve)-19.56177 (st)-4.83704 (i)-16.84570 (g)0.47302 (a)-7.43103 (t)-4.83704 (i)-4.83704 (o)-23.62061 (n o)-11.50513 (f)2.19727 ( i)-4.79126 (n)0.51880 (t)-4.79126 (e)-19.47021 (gr)-9.76563 (a)-7.35474 (t)-4.76074 (i)-16.75415 (ng p)-23.52905 (r)-9.73511 (i)-4.71497 (o)-11.41357 (r)-9.71985 ( kno)-23.48328 (w)18.03589 (l)-4.66919 (e)-7.26318 (d)-23.45276 (ge)-7.24792 ( )]TJ 9.96001 0 0 9.96001 87.96001 368.84325 Tm 0.00031 Tc 0.03889 Tw [(an)6.43921 (d)-5.56946 ( statis)-7.93457 (tical learn)6.50024 (i)-10.77271 (n)-5.49316 (g)6.54602 ( in)6.53076 ( a co)-5.44739 (n)6.57654 (d)-5.43213 (itio)-5.40161 (n)6.62231 (a)-1.28174 (l )-11.67297 (m)7.33948 (o)-5.37109 (d)-5.35583 (e)-1.25122 (l )]TJ 9.96001 0 0 9.96001 87.96001 357.44295 Tm 0.00340 Tc 0.49361 Tw [(f)11.21521 (r)-0.77820 (a)-10.46753 (m)22.33887 (e)-10.45227 (w)14.84680 (or)-12.83264 (k)9.58252 (.)0.57983 ( W)-4.39453 (e)1.70898 ( als)7.21741 (o)-2.34985 ( )-11.74927 (s)7.26318 (t)4.36401 (u)9.65881 (d)-14.41956 (y an)9.70459 (d co)-14.37378 (m)22.53723 (p)-2.25830 (are )494.35425 ( )]TJ 9.96001 0 0 9.96001 87.96001 345.92319 Tm -0.00011 Tc 0.73810 Tw [(co)-5.96619 (n)6.04248 (d)-5.96619 (itio)-5.93567 (n)6.07300 (a)-1.83105 (l ran)6.08826 (d)-5.88989 (o)-17.99011 (m)18.93616 ( )-11.74927 (f)7.84302 (i)0.83923 (eld)-5.84412 (s)-8.22449 ( \(CRF)-9.88770 (s\) )-11.65771 (w)23.63586 (i)-11.04736 (th)-5.75256 ( )]TJ 9.96001 0 0 9.96001 87.96001 334.40343 Tm 0.00281 Tc 0.30141 Tw [(perceptron)8.97217 ( learn)9.00269 (i)3.70789 (n)9.01794 (g)9.03320 ( f)10.72693 (o)-2.96021 (r SL)11.47461 (U)-9.71985 (.)0.07629 ( Ex)9.09424 (perim)21.92688 (e)-10.86426 (n)9.15527 (t)3.84521 (al)-8.14819 ( )]TJ 9.96001 0 0 9.96001 87.96001 322.88367 Tm -0.00031 Tc 0.47321 Tw [(resu)5.84412 (lt)-11.44409 (s s)-8.52966 (h)5.87463 (o)-18.21899 (w)23.28491 ( )-11.79504 (th)5.92041 (at t)-11.36780 (h)5.95093 (e co)-6.04248 (n)5.98145 (d)-18.12744 (itio)-6.01196 (n)6.01196 (a)-1.89209 (l )-11.67297 (m)18.82935 (o)-5.96619 (d)-5.96619 (e)-1.84631 (l)-11.24573 (s)3.66211 ( )]TJ 9.96001 0 0 9.96001 87.96001 311.36391 Tm 0.00110 Tc 0.12241 Tw [(ach)7.23267 (iev)7.24792 (e)-0.64087 ( )-11.82556 (m)7.96509 (o)-4.71497 (re th)7.29370 (a)-12.68005 (n)7.30896 ( 2)-4.66919 (0)-4.66919 (%)3.03650 ( relativ)7.38525 (e red)-4.60815 (u)7.41577 (ctio)-4.56238 (n)7.43103 ( i)-9.84192 (n)7.44629 ( )]TJ 9.96001 0 0 9.96001 87.96001 299.84415 Tm 0.00240 Tc 0.26570 Tw [(s)6.13403 (l)3.21960 (ot error )12.28333 (rate ov)8.60596 (er th)8.63647 (e HM)12.26807 (M/C)7.00378 (F)4.60815 (G )-11.67297 (m)21.53015 (odel,)-12.32910 ( )]TJ 9.96001 0 0 9.96001 87.96001 288.44385 Tm 0.00211 Tc 0.02499 Tw [(w)13.51929 (h)-3.76892 (ic)-11.74927 (h)8.25500 ( h)8.27026 (a)0.36621 (d alread)-15.79285 (y)20.41626 ( ac)-11.67297 (h)8.33130 (i)3.03650 (e)-11.65771 (v)8.36182 (ed an)8.37708 ( S)-7.70569 (L)10.80322 (U acc)-11.56616 (u)8.43811 (r)-1.87683 (ac)-11.55090 (y)8.45337 ( )]TJ 9.96001 0 0 9.96001 87.96001 276.92409 Tm -0.00040 Tc 0.11180 Tw [(at th)5.73730 (e sa)-14.23645 (m)6.46973 (e)-2.12097 ( le)-14.20593 (v)5.79834 (e)-2.10571 (l as )-11.87134 (th)5.84412 (e b)-6.13403 (e)-2.04468 (st )-11.81030 (resu)5.88989 (lt)-11.39832 (s rep)-6.05774 (o)-6.05774 (r)-4.37927 (ted)5.95093 ( )]TJ 9.96001 0 0 9.96001 87.96001 265.40433 Tm 0.00369 Tc -0.00070 Tw [(on)9.84192 ( t)4.53186 (h)9.85718 (e )-11.94763 (A)15.16724 (T)-11.84082 (IS)5.78308 ( dat)4.59290 (a)2.01416 (. )]TJ /F0 1 Tf 12 0 0 12 70.92000 239.84030 Tm 0 Tc 0 Tw (1)Tj /F3 1 Tf 12 0 0 12 76.92000 239.84030 Tm ( )Tj /F0 1 Tf 12 0 0 12 92.52003 239.84030 Tm -0.00121 Tc [(In)-5.52368 (trod)-5.64575 (u)-5.67627 (c)1.89209 (ti)-4.15039 (on)-5.81360 ( )]TJ /F1 1 Tf 11.03999 0 0 11.03999 70.92000 219.08031 Tm 0.00031 Tc 1.22800 Tw [(Spok)10.86426 (en Lang)10.68115 (uag)10.62012 (e)-2.09045 ( Un)-11.30676 (ders)8.23975 (tand)10.36072 (ing)10.31494 ( \(SLU\))6.14929 ( )]TJ 11.03999 0 0 11.03999 70.92000 206.48041 Tm 0.00169 Tc 0.37869 Tw [(addre)10.43701 (sse)10.40649 (s the p)12.05444 (r)-2.74658 (ob)12.02393 (lem)18.06641 ( of extra)9.99451 (c)-0.93079 (t)6.97327 (i)-3.93677 (ng)11.71875 ( m)17.77649 (eaning )]TJ 11.03999 0 0 11.03999 70.92000 193.88051 Tm 0.00130 Tc 0.47701 Tw [(conv)11.87134 (ey)11.84082 (ed )-11.24573 (in an ut)6.80542 (ter)7.55310 (a)-1.15967 (nc)9.71985 (e. T)-8.17871 (r)7.40051 (adi)6.56128 (t)-4.33350 (i)6.54602 (ona)9.49097 (lly)11.24573 (, )-11.79504 (t)6.39343 (h)0.27466 (e)9.36890 ( )]TJ 11.03999 0 0 11.03999 70.92000 181.16016 Tm 0.00180 Tc 0.55251 Tw [(probl)7.55310 (em)18.40210 ( is )10.33020 (solv)12.16125 (ed w)16.75415 (ith)12.00867 ( a k)11.91711 (nowle)10.00977 (dg)11.77979 (e)-11.82556 (-)18.64624 (based)11.65771 ( )]TJ 11.03999 0 0 11.03999 70.92000 168.56026 Tm 0.00160 Tc 0.55270 Tw [(appro)12.14600 (ach, wh)12.00867 (ich r)7.91931 (e)-0.80872 (qu)11.85608 (ire)10.00977 (s)-1.19019 ( )10.07080 (j)-14.75525 (o)0.83923 (i)6.92749 (n)0.80872 (t e)9.84192 (xper)7.58362 (t)6.77490 (ise )9.78088 (in)11.45935 ( )]TJ 11.03999 0 0 11.03999 70.92000 155.83990 Tm 0.00180 Tc 0.99820 Tw [(natu)12.37488 (ral)7.52258 ( la)10.45227 (ng)12.20703 (uag)12.14600 (e)-0.56458 ( proce)10.19287 (ssing)11.91711 ( and )9.96399 (spee)9.88770 (ch)11.65771 ( )]TJ 11.03999 0 0 11.03999 70.92000 143.24001 Tm 0.55251 Tw [(recog)12.34436 (n)1.43433 (i)7.52258 (tion)12.25281 (,)1.35803 ( and be)10.28442 (st p)12.02393 (r)7.99561 (act)7.15637 (ice)10.10132 (s)-1.09863 ( in )9.90295 (lang)11.73401 (uag)11.67297 (e)-1.03760 ( )]TJ 11.03999 0 0 11.03999 70.92000 130.64011 Tm 0.00160 Tc 0.19411 Tw [(eng)12.17651 (i)-3.52478 (neer)8.10242 (ing)12.05444 ( for ev)11.93237 (ery)11.88660 ( new)5.69153 ( dom)17.82227 (ain. )-11.65771 (I)18.52417 (n)0.70190 ( the past)6.65283 ( )]TJ 11.03999 0 0 11.03999 70.92000 117.91975 Tm 0.00191 Tc 0.03070 Tw [(decad)12.45117 (e m)18.49365 (a)-0.32043 (ny)12.32910 ( stat)7.47681 (ist)7.44629 (i)-3.47900 (c)10.40649 (a)-0.50354 (l )10.25391 (le)10.33020 (ar)8.08716 (ning)12.03918 ( appr)7.93457 (oach)11.87134 (es h)11.79504 (a)-0.90027 (v)11.77979 (e)-0.93079 ( )]TJ 11.03999 0 0 11.03999 70.92000 105.31985 Tm 0.00090 Tc 0.06430 Tw [(been p)11.42883 (r)-3.38745 (opo)11.35254 (sed,)11.29150 ( m)17.36450 (o)0.33569 (st of)7.17163 ( wh)11.10840 (ich )10.14709 (exp)10.98633 (l)-4.73022 (oi)6.14929 (t g)10.89478 (e)-1.81580 (ne)9.04846 (rat)5.99670 (i)-4.91333 (v)10.77271 (e)-1.93787 ( )]TJ 11.03999 0 0 11.03999 70.92000 92.59950 Tm 0.00130 Tc 0.37910 Tw [(m)18.00537 (odels, as)9.55200 ( su)11.70349 (rv)11.65771 (ey)11.64246 (ed in )10.11658 (\(Wang)11.39832 (,)0.48828 ( Deng)11.29150 ( e)9.44519 (t)-4.47083 ( a)9.39941 (l)-4.51660 (.,)11.16943 ( )]TJ 11.03999 0 0 11.03999 70.92000 79.99960 Tm 0.00160 Tc 0.05270 Tw [(2005\). W)10.28442 (h)1.17493 (i)7.26318 (l)-3.66211 (e th)11.97815 (e dat)7.11060 (a)-0.80872 (-)18.76831 (d)0.96130 (riven appro)11.67297 (ach ad)11.56616 (dre)9.71985 (sse)9.67407 (s)9.27734 ( )]TJ 11.03999 0 0 11.03999 306.11940 624.19954 Tm 0.46581 Tw [(the d)11.29150 (i)-4.40979 (f)7.27844 (f)-3.64685 (i)6.45447 (c)-1.46484 (ul)6.40869 (ti)6.39343 (es )9.52148 (in k)11.03210 (now)4.86755 (l)6.16455 (e)-1.75476 (dg)10.89478 (e eng)10.80322 (i)-4.91333 (neer)6.72913 (ing)10.66589 (,)-0.24414 ( i)5.82886 (t)-5.09644 ( )]TJ 11.03999 0 0 11.03999 306.11940 611.59964 Tm 0.00200 Tc 0.00890 Tw [(requ)11.71875 (ire)9.87244 (s)-1.32751 ( a la)9.79614 (rg)11.56616 (e am)17.59338 (ount of label)6.48499 (e)-1.41907 (d dat)6.39343 (a)-1.52588 ( for m)17.18140 (odel)6.21033 ( )]TJ 11.03999 0 0 11.03999 306.11940 598.87929 Tm 0.00220 Tc 0.19341 Tw [(tra)10.14709 (i)-3.75366 (n)11.93237 (i)-3.78418 (ng)11.88660 (, w)5.72205 (h)0.90027 (ich)11.76453 ( i)6.92749 (s)-1.28174 ( )9.39941 (sel)6.83594 (dom)17.66968 ( av)11.53564 (ailab)11.44409 (l)-4.25720 (e)9.62830 ( in)11.38306 ( pr)7.30896 (ac)9.49097 (tic)9.44519 (al)6.40869 ( )]TJ 11.03999 0 0 11.03999 306.11940 586.27939 Tm 0.00160 Tc 0.24840 Tw [(appl)6.53076 (ica)9.47571 (t)-4.42505 (i)6.46973 (ons )9.59778 (out)6.34766 (sid)11.10840 (e)-1.61743 ( o)11.03210 (f)-3.78418 ( l)6.19507 (a)-1.72424 (r)6.95801 (g)10.94055 (e rese)9.03320 (arc)8.98743 (h)-0.12207 ( l)5.95093 (a)-1.98364 (bs.)10.68115 ( )9.04846 (T)-8.97217 (o)10.60486 ( )]TJ 11.03999 0 0 11.03999 306.11940 573.55904 Tm 0.00191 Tc 0.21550 Tw [(all)6.85120 (e)-1.05286 (v)11.62720 (i)-4.08936 (at)6.77490 (e )9.64355 (the)9.68933 ( prob)11.38306 (lem)17.45605 (,)0.44250 ( a g)22.06421 (e)-1.44958 (ner)7.18689 (a)-1.51062 (t)6.36292 (i)-4.54712 (v)11.13892 (e)-1.57166 ( H)4.95911 (M)-1.96838 (M)8.80432 (/)-4.71497 (C)3.96729 (F)1.83105 (G)4.80652 ( )]TJ 11.03999 0 0 11.03999 306.11940 560.95914 Tm 0.00140 Tc 0.05290 Tw [(com)17.22717 (posite m)17.08984 (odel)6.13403 ( has)8.65173 ( pr)6.80542 (ev)10.77271 (iously)10.69641 ( bee)8.80432 (n)-0.30518 ( i)5.78308 (n)-0.35095 (t)5.75256 (r)-4.27246 (oduc)8.65173 (ed)10.40649 ( )]TJ 11.03999 0 0 11.03999 306.11940 548.35924 Tm 0.49860 Tw [(\(Wang)11.09314 (,)0.18311 ( Deng)10.95581 ( e)9.10950 (t)-4.79126 ( )9.47571 (al.,)10.83374 ( 20)10.75745 (05\). I)17.54761 (t)-5.06592 ( in)10.57434 (teg)10.52856 (r)-4.28772 (a)8.69751 (t)-5.20325 (es)8.23975 ( a)8.60596 ( )]TJ 11.03999 0 0 11.03999 306.11940 535.63889 Tm 0.59641 Tw [(k)11.16943 (nowledg)11.03210 (e)-12.58850 (-)17.89856 (based app)10.83374 (r)-4.08936 (oac)8.95691 (h)-0.15259 ( int)5.87463 (o)-0.24414 ( a s)8.33130 (t)-5.17273 (a)8.71277 (tis)8.28552 (t)5.67627 (i)-5.24902 (ca)8.62122 (l)5.61523 ( )]TJ 11.03999 0 0 11.03999 306.11940 523.03899 Tm 0.00250 Tc 0.04100 Tw [(lea)10.45227 (r)-2.56348 (ning)12.16125 ( fr)8.13293 (am)18.17322 (ew)5.92041 (ork)11.97815 (,)1.06812 ( utiliz)10.07080 (i)7.06482 (n)0.94604 (g)11.82556 ( prior k)11.70349 (now)5.53894 (ledg)11.56616 (e to)11.50513 ( )]TJ 11.03999 0 0 11.03999 306.11940 510.31863 Tm 0.00211 Tc 0.04140 Tw [(com)17.92908 (p)0.91553 (ensate)9.91821 ( fo)11.65771 (r )9.53674 (the)9.79614 ( dea)9.73511 (r)-3.28064 (t)6.69861 (h)0.59509 ( )9.36890 (of )9.32312 (tra)9.58252 (i)-4.31824 (n)11.35254 (i)-4.34875 (ng)11.30676 ( dat)6.43921 (a)-1.46484 (. 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(e)-11.65771 (v)8.36182 (ed an)8.37708 ( S)-7.70569 (L)10.80322 (U acc)-11.56616 (u)8.43811 (r)-1.87683 (ac)-11.55090 (y)8.45337 ( )]TJ 9.96001 0 0 9.96001 87.96001 276.92409 Tm -0.00040 Tc 0.11180 Tw [(at th)5.73730 (e sa)-14.23645 (m)6.46973 (e)-2.12097 ( le)-14.20593 (v)5.79834 (e)-2.10571 (l as )-11.87134 (th)5.84412 (e b)-6.13403 (e)-2.04468 (st )-11.81030 (resu)5.88989 (lt)-11.39832 (s rep)-6.05774 (o)-6.05774 (r)-4.37927 (ted)5.95093 ( )]TJ 9.96001 0 0 9.96001 87.96001 265.40433 Tm 0.00369 Tc -0.00070 Tw [(on)9.84192 ( t)4.53186 (h)9.85718 (e )-11.94763 (A)15.16724 (T)-11.84082 (IS)5.78308 ( dat)4.59290 (a)2.01416 (. )]TJ /F0 1 Tf 12 0 0 12 70.92000 239.84030 Tm 0 Tc 0 Tw (1)Tj /F3 1 Tf 12 0 0 12 76.92000 239.84030 Tm ( )Tj /F0 1 Tf 12 0 0 12 92.52003 239.84030 Tm -0.00121 Tc [(In)-5.52368 (trod)-5.64575 (u)-5.67627 (c)1.89209 (ti)-4.15039 (on)-5.81360 ( )]TJ /F1 1 Tf 11.03999 0 0 11.03999 70.92000 219.08031 Tm 0.00031 Tc 1.22800 Tw [(Spok)10.86426 (en Lang)10.68115 (uag)10.62012 (e)-2.09045 ( Un)-11.30676 (ders)8.23975 (tand)10.36072 (ing)10.31494 ( \(SLU\))6.14929 ( )]TJ 11.03999 0 0 11.03999 70.92000 206.48041 Tm 0.00169 Tc 0.37869 Tw [(addre)10.43701 (sse)10.40649 (s the p)12.05444 (r)-2.74658 (ob)12.02393 (lem)18.06641 ( of extra)9.99451 (c)-0.93079 (t)6.97327 (i)-3.93677 (ng)11.71875 ( m)17.77649 (eaning )]TJ 11.03999 0 0 11.03999 70.92000 193.88051 Tm 0.00130 Tc 0.47701 Tw [(conv)11.87134 (ey)11.84082 (ed )-11.24573 (in an ut)6.80542 (ter)7.55310 (a)-1.15967 (nc)9.71985 (e. T)-8.17871 (r)7.40051 (adi)6.56128 (t)-4.33350 (i)6.54602 (ona)9.49097 (lly)11.24573 (, )-11.79504 (t)6.39343 (h)0.27466 (e)9.36890 ( )]TJ 11.03999 0 0 11.03999 70.92000 181.16016 Tm 0.00180 Tc 0.55251 Tw [(probl)7.55310 (em)18.40210 ( is )10.33020 (solv)12.16125 (ed w)16.75415 (ith)12.00867 ( a k)11.91711 (nowle)10.00977 (dg)11.77979 (e)-11.82556 (-)18.64624 (based)11.65771 ( )]TJ 11.03999 0 0 11.03999 70.92000 168.56026 Tm 0.00160 Tc 0.55270 Tw [(appro)12.14600 (ach, wh)12.00867 (ich r)7.91931 (e)-0.80872 (qu)11.85608 (ire)10.00977 (s)-1.19019 ( )10.07080 (j)-14.75525 (o)0.83923 (i)6.92749 (n)0.80872 (t e)9.84192 (xper)7.58362 (t)6.77490 (ise )9.78088 (in)11.45935 ( )]TJ 11.03999 0 0 11.03999 70.92000 155.83990 Tm 0.00180 Tc 0.99820 Tw [(natu)12.37488 (ral)7.52258 ( la)10.45227 (ng)12.20703 (uag)12.14600 (e)-0.56458 ( proce)10.19287 (ssing)11.91711 ( and )9.96399 (spee)9.88770 (ch)11.65771 ( )]TJ 11.03999 0 0 11.03999 70.92000 143.24001 Tm 0.55251 Tw [(recog)12.34436 (n)1.43433 (i)7.52258 (tion)12.25281 (,)1.35803 ( and be)10.28442 (st p)12.02393 (r)7.99561 (act)7.15637 (ice)10.10132 (s)-1.09863 ( in )9.90295 (lang)11.73401 (uag)11.67297 (e)-1.03760 ( )]TJ 11.03999 0 0 11.03999 70.92000 130.64011 Tm 0.00160 Tc 0.19411 Tw [(eng)12.17651 (i)-3.52478 (neer)8.10242 (ing)12.05444 ( for ev)11.93237 (ery)11.88660 ( new)5.69153 ( dom)17.82227 (ain. )-11.65771 (I)18.52417 (n)0.70190 ( the past)6.65283 ( )]TJ 11.03999 0 0 11.03999 70.92000 117.91975 Tm 0.00191 Tc 0.03070 Tw [(decad)12.45117 (e m)18.49365 (a)-0.32043 (ny)12.32910 ( stat)7.47681 (ist)7.44629 (i)-3.47900 (c)10.40649 (a)-0.50354 (l )10.25391 (le)10.33020 (ar)8.08716 (ning)12.03918 ( appr)7.93457 (oach)11.87134 (es h)11.79504 (a)-0.90027 (v)11.77979 (e)-0.93079 ( )]TJ 11.03999 0 0 11.03999 70.92000 105.31985 Tm 0.00090 Tc 0.06430 Tw [(been p)11.42883 (r)-3.38745 (opo)11.35254 (sed,)11.29150 ( m)17.36450 (o)0.33569 (st of)7.17163 ( wh)11.10840 (ich )10.14709 (exp)10.98633 (l)-4.73022 (oi)6.14929 (t g)10.89478 (e)-1.81580 (ne)9.04846 (rat)5.99670 (i)-4.91333 (v)10.77271 (e)-1.93787 ( )]TJ 11.03999 0 0 11.03999 70.92000 92.59950 Tm 0.00130 Tc 0.37910 Tw [(m)18.00537 (odels, as)9.55200 ( su)11.70349 (rv)11.65771 (ey)11.64246 (ed in )10.11658 (\(Wang)11.39832 (,)0.48828 ( Deng)11.29150 ( e)9.44519 (t)-4.47083 ( a)9.39941 (l)-4.51660 (.,)11.16943 ( )]TJ 11.03999 0 0 11.03999 70.92000 79.99960 Tm 0.00160 Tc 0.05270 Tw [(2005\). W)10.28442 (h)1.17493 (i)7.26318 (l)-3.66211 (e th)11.97815 (e dat)7.11060 (a)-0.80872 (-)18.76831 (d)0.96130 (riven appro)11.67297 (ach ad)11.56616 (dre)9.71985 (sse)9.67407 (s)9.27734 ( )]TJ 11.03999 0 0 11.03999 306.11940 624.19954 Tm 0.46581 Tw [(the d)11.29150 (i)-4.40979 (f)7.27844 (f)-3.64685 (i)6.45447 (c)-1.46484 (ul)6.40869 (ti)6.39343 (es )9.52148 (in k)11.03210 (now)4.86755 (l)6.16455 (e)-1.75476 (dg)10.89478 (e eng)10.80322 (i)-4.91333 (neer)6.72913 (ing)10.66589 (,)-0.24414 ( i)5.82886 (t)-5.09644 ( )]TJ 11.03999 0 0 11.03999 306.11940 611.59964 Tm 0.00200 Tc 0.00890 Tw [(requ)11.71875 (ire)9.87244 (s)-1.32751 ( a la)9.79614 (rg)11.56616 (e am)17.59338 (ount of label)6.48499 (e)-1.41907 (d dat)6.39343 (a)-1.52588 ( for m)17.18140 (odel)6.21033 ( )]TJ 11.03999 0 0 11.03999 306.11940 598.87929 Tm 0.00220 Tc 0.19341 Tw [(tra)10.14709 (i)-3.75366 (n)11.93237 (i)-3.78418 (ng)11.88660 (, w)5.72205 (h)0.90027 (ich)11.76453 ( i)6.92749 (s)-1.28174 ( )9.39941 (sel)6.83594 (dom)17.66968 ( av)11.53564 (ailab)11.44409 (l)-4.25720 (e)9.62830 ( in)11.38306 ( pr)7.30896 (ac)9.49097 (tic)9.44519 (al)6.40869 ( )]TJ 11.03999 0 0 11.03999 306.11940 586.27939 Tm 0.00160 Tc 0.24840 Tw [(appl)6.53076 (ica)9.47571 (t)-4.42505 (i)6.46973 (ons )9.59778 (out)6.34766 (sid)11.10840 (e)-1.61743 ( o)11.03210 (f)-3.78418 ( l)6.19507 (a)-1.72424 (r)6.95801 (g)10.94055 (e rese)9.03320 (arc)8.98743 (h)-0.12207 ( l)5.95093 (a)-1.98364 (bs.)10.68115 ( )9.04846 (T)-8.97217 (o)10.60486 ( )]TJ 11.03999 0 0 11.03999 306.11940 573.55904 Tm 0.00191 Tc 0.21550 Tw [(all)6.85120 (e)-1.05286 (v)11.62720 (i)-4.08936 (at)6.77490 (e )9.64355 (the)9.68933 ( prob)11.38306 (lem)17.45605 (,)0.44250 ( a g)22.06421 (e)-1.44958 (ner)7.18689 (a)-1.51062 (t)6.36292 (i)-4.54712 (v)11.13892 (e)-1.57166 ( H)4.95911 (M)-1.96838 (M)8.80432 (/)-4.71497 (C)3.96729 (F)1.83105 (G)4.80652 ( )]TJ 11.03999 0 0 11.03999 306.11940 560.95914 Tm 0.00140 Tc 0.05290 Tw [(com)17.22717 (posite m)17.08984 (odel)6.13403 ( has)8.65173 ( pr)6.80542 (ev)10.77271 (iously)10.69641 ( bee)8.80432 (n)-0.30518 ( i)5.78308 (n)-0.35095 (t)5.75256 (r)-4.27246 (oduc)8.65173 (ed)10.40649 ( )]TJ 11.03999 0 0 11.03999 306.11940 548.35924 Tm 0.49860 Tw [(\(Wang)11.09314 (,)0.18311 ( Deng)10.95581 ( e)9.10950 (t)-4.79126 ( )9.47571 (al.,)10.83374 ( 20)10.75745 (05\). I)17.54761 (t)-5.06592 ( in)10.57434 (teg)10.52856 (r)-4.28772 (a)8.69751 (t)-5.20325 (es)8.23975 ( a)8.60596 ( )]TJ 11.03999 0 0 11.03999 306.11940 535.63889 Tm 0.59641 Tw [(k)11.16943 (nowledg)11.03210 (e)-12.58850 (-)17.89856 (based app)10.83374 (r)-4.08936 (oac)8.95691 (h)-0.15259 ( int)5.87463 (o)-0.24414 ( a s)8.33130 (t)-5.17273 (a)8.71277 (tis)8.28552 (t)5.67627 (i)-5.24902 (ca)8.62122 (l)5.61523 ( )]TJ 11.03999 0 0 11.03999 306.11940 523.03899 Tm 0.00250 Tc 0.04100 Tw [(lea)10.45227 (r)-2.56348 (ning)12.16125 ( fr)8.13293 (am)18.17322 (ew)5.92041 (ork)11.97815 (,)1.06812 ( utiliz)10.07080 (i)7.06482 (n)0.94604 (g)11.82556 ( prior k)11.70349 (now)5.53894 (ledg)11.56616 (e to)11.50513 ( )]TJ 11.03999 0 0 11.03999 306.11940 510.31863 Tm 0.00211 Tc 0.04140 Tw [(com)17.92908 (p)0.91553 (ensate)9.91821 ( fo)11.65771 (r )9.53674 (the)9.79614 ( dea)9.73511 (r)-3.28064 (t)6.69861 (h)0.59509 ( )9.36890 (of )9.32312 (tra)9.58252 (i)-4.31824 (n)11.35254 (i)-4.34875 (ng)11.30676 ( dat)6.43921 (a)-1.46484 (. I)18.09692 (n)0.27466 ( the)9.30786 ( )]TJ 11.03999 0 0 11.03999 306.11940 497.71873 Tm 0.00079 Tc 0.60789 Tw [(AT)-9.06372 (I)17.41028 (S)1.40381 ( ev)10.43701 (aluat)5.55420 (i)-5.34058 (on )9.47571 (\(Pr)6.24084 (i)-5.47791 (ce,)10.17761 ( 1990\))6.04248 (, t)5.18799 (h)-0.93079 (is)7.75146 ( m)15.99121 (odel)5.00488 ( )]TJ 11.03999 0 0 11.03999 306.11940 485.11884 Tm 0.00211 Tc 0.68269 Tw [(achi)7.01904 (e)-0.88501 (v)11.79504 (e)-0.91553 (s th)11.68823 (e sam)17.65442 (e)-1.14441 ( lev)22.27783 (e)-1.23596 (l o)11.38306 (f)-3.43323 ( und)11.27625 (ers)9.03320 (t)-4.48608 (an)11.18469 (ding)11.12366 ( )]TJ 11.03999 0 0 11.03999 306.11940 472.39848 Tm 0.37840 Tw [(accu)11.71875 (racy)11.65771 ( \(5.3% e)9.68933 (r)-3.43323 (r)7.46155 (o)0.54932 (r ra)9.56726 (t)6.57654 (e)-1.35803 ( on stand)11.16943 (a)-1.54114 (rd A)15.76233 (T)-8.56018 (I)17.92908 (S)-8.98743 ( )]TJ 11.03999 0 0 11.03999 306.11940 459.79858 Tm 0.00230 Tc 0.09550 Tw [(ev)12.05444 (aluat)7.18689 (i)-3.72314 (on)11.93237 (\) as t)7.04956 (h)0.93079 (e bes)9.52148 (t)-3.96729 ( sy)11.70349 (st)6.86646 (em)17.71545 ( \(5.5% err)7.44629 (o)0.51880 (r r)7.38525 (a)-1.32751 (te)9.53674 (\),)11.30676 ( )]TJ 11.03999 0 0 11.03999 306.11940 447.07823 Tm 0.00160 Tc 0.16141 Tw [(which )9.58252 (is )9.55200 (a s)8.98743 (e)-1.52588 (m)17.24243 (a)-1.57166 (ntic)9.26208 ( par)7.00378 (s)-1.99890 (i)6.17981 (n)0.06104 (g)10.92529 ( sy)10.89478 (stem)16.90674 ( based on )8.91113 (a)8.80432 ( )]TJ 11.03999 0 0 11.03999 306.11940 434.47833 Tm 0.00169 Tc -0.00169 Tw [(m)17.57813 (a)-1.25122 (nually)11.35254 ( dev)11.29150 (e)-1.43433 (loped g)11.15417 (r)-3.67737 (am)17.19666 (m)6.25610 (a)-1.66321 (r. )]TJ 11.03999 0 0 11.03999 317.51921 421.87843 Tm 0.00130 Tc 0.14000 Tw [(Discr)6.95801 (i)-4.73022 (m)17.02881 (i)-4.77600 (nat)6.07300 (i)-4.83704 (v)10.84900 (e)-1.87683 ( tra)8.95691 (i)-4.94385 (ni)5.92041 (ng)10.69641 ( has been wide)8.62122 (ly)10.40649 ( used)10.29968 ( )]TJ 11.03999 0 0 11.03999 306.11940 409.15808 Tm 0.00211 Tc 0.46530 Tw [(for)7.85828 ( aco)11.76453 (ust)6.92749 (i)-3.98254 (c)9.88770 ( m)17.74597 (odeling)11.52039 ( )9.38416 (in)11.45935 ( spe)9.58252 (ech)11.32202 ( r)7.26318 (ecog)11.19995 (n)0.28992 (it)6.36292 (ion)11.10840 ( )]TJ 11.03999 0 0 11.03999 306.11940 396.55818 Tm 0.00079 Tc 0.21660 Tw [(\(Bahl,)10.49805 ( Brown )9.55200 (et )9.50623 (al.,)10.26917 ( 1986)10.16235 (; )9.32312 (J)-13.77869 (u)10.10132 (ang)10.04028 (,)-0.86975 ( Chou e)8.07190 (t)-5.81360 ( a)8.04138 (l)-5.85938 (.,)9.81140 ( )]TJ 11.03999 0 0 11.03999 306.11940 383.83783 Tm 0.00090 Tc 0.10780 Tw [(1997; Pov)10.52856 (e)-2.18201 (y)10.48279 ( and )9.50623 (Wood)10.29968 (lan)10.25391 (d, 2002\))6.11877 (. Mo)10.05554 (st )9.12476 (of )9.06372 (the)8.10242 ( )]TJ 11.03999 0 0 11.03999 306.11940 371.23793 Tm 0.00180 Tc 0.78081 Tw [(m)17.66968 (e)-1.14441 (thods use )9.52148 (the )9.42993 (sam)17.27295 (e)-1.54114 ( g)11.09314 (e)-1.61743 (nerat)6.19507 (i)-4.71497 (v)10.95581 (e)-1.75476 ( m)16.98303 (odel )]TJ 11.03999 0 0 11.03999 306.11940 358.51758 Tm 0.00200 Tc 0.09579 Tw [(fram)17.82227 (ew)5.58472 (ork)11.61194 (,)0.71716 ( expl)6.72913 (oi)6.69861 (t )9.38416 (the )9.32312 (sa)9.58252 (m)17.45605 (e)-1.35803 ( featu)11.23047 (r)-3.57056 (es,)11.18469 ( and)11.10840 ( app)11.03210 (l)-4.66919 (y)11.00159 ( )]TJ 11.03999 0 0 11.03999 306.11940 345.91768 Tm 1.69350 Tw [(disc)10.04028 (rim)17.88330 (i)-3.93677 (na)9.93347 (tiv)11.68823 (e t)6.77490 (r)-3.23486 (a)9.75037 (i)-4.16565 (ni)6.69861 (ng)11.47461 ( for)7.35474 ( pa)9.42993 (ram)17.25769 (e)-1.54114 (ter)7.09534 ( )]TJ 11.03999 0 0 11.03999 306.11940 333.31778 Tm 0.00270 Tc 0.34509 Tw [(optim)18.50891 (iz)10.57434 (atio)12.31384 (n. A)16.93726 (l)-3.47900 (ong)12.16125 ( th)12.10022 (e )9.27734 (sam)18.09692 (e)-0.71716 ( lin)11.91711 (es,)11.87134 ( w)5.73730 (e)-0.88501 ( h)11.76453 (a)-0.94604 (v)11.71875 (e)-0.99182 ( )]TJ 11.03999 0 0 11.03999 306.11940 320.59743 Tm 0.00220 Tc 0.04131 Tw [(rece)10.11658 (nt)7.09534 (ly)11.87134 ( explo)11.77979 (i)-3.93677 (t)6.94275 (e)-0.97656 (d )9.49097 (cond)11.62720 (it)6.80542 (io)11.58142 (nal m)17.57813 (odels)9.18579 ( by)11.35254 ( di)6.50024 (rec)9.44519 (tly)11.21521 ( )]TJ 11.03999 0 0 11.03999 306.11940 307.99753 Tm 0.00090 Tc 0.70560 Tw [(port)5.82886 (i)-5.08118 (ng)10.57434 ( the)8.69751 ( HMM)8.16345 (/)-5.35583 (CFG)14.98413 ( m)16.29639 (odel to H)14.69421 (i)-5.72205 (dden)9.90295 ( )]TJ 11.03999 0 0 11.03999 306.11940 295.27718 Tm 0.00020 Tc 1.61940 Tw [(Condit)5.09644 (i)-5.81360 (on)9.82666 (al R)13.62610 (a)-3.00598 (ndom)15.70129 ( Fie)7.67517 (l)-6.22559 (ds)7.24792 ( \(HCRFs\))5.21851 ( )]TJ 11.03999 0 0 11.03999 306.11940 282.67728 Tm 0.00130 Tc 0.10741 Tw [(\(Gunawar)6.92749 (d)0.01526 (ana)9.06372 (,)-0.04578 ( )9.53674 (Maha)8.94165 (jan)10.71167 ( e)8.88062 (t)5.85938 ( al.)10.62012 (,)-0.30518 ( 20)10.54382 (05\),)10.46753 ( bu)10.43701 (t )9.09424 (fai)5.55420 (l)-5.34058 (ed)10.31494 ( )]TJ 11.03999 0 0 11.03999 306.11940 270.07738 Tm 0.00250 Tc 0.00841 Tw [(to ob)12.20703 (tai)7.38525 (n)1.26648 ( any)12.08496 ( im)18.14270 (prov)11.96289 (e)-11.64246 (m)18.02063 (ent. Th)11.79504 (is )9.27734 (is m)17.80701 (a)-1.00708 (inly)11.62720 ( due t)6.74438 (o)11.50513 ( )]TJ 11.03999 0 0 11.03999 306.11940 257.35703 Tm 0.00259 Tc 0.26910 Tw [(the v)12.31384 (a)-0.41199 (st pa)10.39124 (ram)18.23425 (e)-0.57983 (ter )9.35364 (spac)10.17761 (e,)11.97815 ( w)5.81360 (ith th)11.82556 (e par)7.72095 (a)-0.99182 (m)17.77649 (e)-1.03760 (ters)9.41467 ( )]TJ 11.03999 0 0 11.03999 306.11940 244.75713 Tm 0.00240 Tc 0.14980 Tw [(set)7.35474 (t)-3.55530 (l)7.32422 (i)-3.57056 (ng)12.08496 ( at )9.61304 (loca)10.16235 (l op)11.90186 (tim)17.92908 (a. )9.38416 (We t)6.91223 (h)0.79346 (en s)9.41467 (i)-4.08936 (m)17.66968 (p)0.65613 (lif)7.53784 (ied )9.06372 (the)9.62830 ( )]TJ 11.03999 0 0 11.03999 306.11940 232.03677 Tm 0.00211 Tc 0.07401 Tw [(orig)11.82556 (ina)9.97925 (l)-3.92151 ( m)17.83752 (odel s)9.41467 (t)-4.07410 (ru)11.56616 (ctu)11.53564 (r)-3.28064 (e by)22.26257 ( rem)17.47131 (o)0.47302 (v)11.35254 (i)-4.36401 (ng)11.29150 ( the hidden)11.10840 ( )]TJ 11.03999 0 0 11.03999 306.11940 219.43687 Tm 0.08501 Tw [(v)11.76453 (a)-0.94604 (riabl)6.88171 (e)-1.03760 (s, an)11.58142 (d in)11.52039 (trod)11.45935 (uced )9.36890 (a)9.55200 ( num)17.37976 (ber of im)17.22717 (portan)11.01685 (t)-4.69971 ( )]TJ 11.03999 0 0 11.03999 306.11940 206.83698 Tm 0.00121 Tc 0.06400 Tw [(ov)10.95581 (erlapp)10.86426 (ing)10.80322 ( and non-)17.54761 (hom)16.69312 (o)-11.24573 (g)10.54382 (eneous fe)8.59070 (atu)10.34546 (r)-4.47083 (e)8.51440 (s)-2.68555 (. )9.06372 (T)-9.35364 (h)-0.65613 (e)8.40759 ( )]TJ 11.03999 0 0 11.03999 306.11940 194.11662 Tm 0.00090 Tc 0.45560 Tw [(resu)10.62012 (lt)5.81360 (ing)10.55908 ( Condit)5.63049 (i)-5.29480 (on)10.37598 (al Ra)8.46863 (ndom)16.28113 ( Fields \(CRFs)7.73621 (\))5.90515 ( )]TJ 11.03999 0 0 11.03999 306.11940 181.51672 Tm 0.00150 Tc 0.06371 Tw [(\(Laf)7.21741 (fe)9.38416 (rty)11.13892 (,)0.24414 ( McCa)9.24683 (ll)6.21033 (um)17.05933 ( et al.,)10.86426 ( 2001\) y)10.71167 (i)-4.97437 (e)8.89587 (l)-5.00488 (ded)10.63538 ( a 21)10.55908 (%)6.50024 ( )]TJ 11.03999 0 0 11.03999 306.11940 168.79637 Tm 0.00191 Tc 0.08510 Tw [(rel)6.85120 (a)-1.05286 (t)6.82068 (i)-4.08936 (v)11.59668 (e)-1.11389 ( im)17.62390 (prov)11.44409 (e)-12.16125 (m)17.50183 (ent in SLU)5.14221 ( accura)9.29260 (cy)11.07788 (. We al)6.14929 (so)10.91003 ( )]TJ 11.03999 0 0 11.03999 306.11940 156.19647 Tm 0.48720 Tw [(appl)6.82068 (ied)11.58142 ( a)9.73511 ( m)17.57813 (u)0.56458 (ch sim)17.44080 (p)0.41199 (ler)7.26318 ( per)7.17163 (cep)11.13892 (tro)11.07788 (n)0.18311 ( )9.04846 (lea)9.20105 (r)-3.92151 (ni)6.14929 (ng)10.91003 ( )]TJ 11.03999 0 0 11.03999 306.11940 143.59657 Tm 0.00200 Tc 0.03059 Tw [(alg)11.74927 (o)0.82397 (ri)6.89697 (thm)17.74597 ( on th)11.55090 (e co)11.47461 (ndi)6.63757 (tio)11.38306 (n)11.36780 (a)-1.34277 (l m)17.39502 (odel )9.21631 (and )9.15527 (obse)9.27734 (r)-3.73840 (v)11.04736 (e)-1.66321 (d )]TJ 11.03999 0 0 11.03999 306.11940 130.87622 Tm 0.00140 Tc -0.00140 Tw [(im)17.25769 (prov)11.07788 (ed SLU)4.85229 ( accur)6.86646 (acy)10.80322 ( as )9.35364 (w)4.62341 (e)-1.98364 (ll. )]TJ 11.03999 0 0 11.03999 317.51921 118.27632 Tm 0.00290 Tc 0.42101 Tw [(I)19.53125 (n)1.72424 ( this pape)10.63538 (r, w)6.25610 (e)-0.36621 ( w)6.19507 (i)7.47681 (ll )9.32312 (fir)8.17871 (s)-0.82397 (t )9.23157 (in)12.10022 (trod)12.03918 (uce )9.04846 (th)11.91711 (e)10.10132 ( )]TJ 11.03999 0 0 11.03999 306.11940 105.55597 Tm 0.00101 Tc 0.33600 Tw [(g)10.77271 (e)-1.93787 (nerat)5.87463 (i)-5.03540 (v)10.65063 (e)-2.05994 ( HMM/CFG co)10.36072 (m)16.43372 (posite m)16.28113 (odel, then)10.00977 ( )]TJ 11.03999 0 0 11.03999 306.11940 92.95607 Tm 0.00180 Tc 0.01990 Tw [(discu)11.50513 (ss )9.58252 (the )9.52148 (prob)11.33728 (lem)17.37976 ( of di)6.37817 (re)9.35364 (ctly)11.09314 ( por)7.03430 (t)6.24084 (i)-4.68445 (ng)10.97107 ( the m)16.98303 (odel)6.01196 ( )]TJ 11.03999 0 0 11.03999 306.11940 80.35617 Tm 0 Tc 0.18480 Tw [(to HCRFs, a)7.79724 (nd f)5.50842 (i)-6.19507 (na)7.65991 (l)4.65393 (l)-6.25610 (y)9.41467 ( int)4.56238 (r)-5.44739 (oduc)7.47681 (e t)4.44031 (h)-1.69373 (e CRFs )9.07898 (and)9.00269 ( )]TJ ET BT /F4 8 Tf 1 0 0 1 89.04175 798.76338 Tm 0 Tw 0 g 0 G /GS1 gs (COLING/ACL06, pp. 882889, Association for Computational Linguistics, Sydney, Australia, 2006)Tj ET endstream endobj xref 1 2 0000268959 00000 n 0000269099 00000 n 4 26 0000269571 00000 n 0000271318 00000 n 0000271561 00000 n 0000271782 00000 n 0000272256 00000 n 0000272528 00000 n 0000272793 00000 n 0000273307 00000 n 0000273568 00000 n 0000273953 00000 n 0000274206 00000 n 0000274870 00000 n 0000275118 00000 n 0000275507 00000 n 0000275774 00000 n 0000276398 00000 n 0000276643 00000 n 0000276900 00000 n 0000277154 00000 n 0000277829 00000 n 0000278069 00000 n 0000278413 00000 n 0000278673 00000 n 0000279308 00000 n 0000279693 00000 n 0000279836 00000 n 31 23 0000280299 00000 n 0000280771 00000 n 0000281115 00000 n 0000281569 00000 n 0000282067 00000 n 0000282523 00000 n 0000283023 00000 n 0000283476 00000 n 0000284035 00000 n 0000285150 00000 n 0000285759 00000 n 0000286200 00000 n 0000286417 00000 n 0000287837 00000 n 0000288226 00000 n 0000288392 00000 n 0000288694 00000 n 0000289060 00000 n 0000289552 00000 n 0000289936 00000 n 0000290398 00000 n 0000290782 00000 n 0000290925 00000 n 57 1 0000291148 00000 n 60 1 0000291351 00000 n 68 1 0000291578 00000 n 70 2 0000291794 00000 n 0000291937 00000 n 73 16 0000292309 00000 n 0000292623 00000 n 0000292937 00000 n 0000293289 00000 n 0000293605 00000 n 0000293921 00000 n 0000294276 00000 n 0000294634 00000 n 0000295007 00000 n 0000295461 00000 n 0000295772 00000 n 0000296179 00000 n 0000296576 00000 n 0000296849 00000 n 0000297225 00000 n 0000297368 00000 n 90 2 0000297521 00000 n 0000297664 00000 n 93 2 0000297817 00000 n 0000297960 00000 n 97 1 0000298086 00000 n 101 2 0000298526 00000 n 0000298671 00000 n 104 1 0000299111 00000 n 107 5 0000299531 00000 n 0000299889 00000 n 0000300038 00000 n 0000300164 00000 n 0000300352 00000 n 113 3 0000300508 00000 n 0000300550 00000 n 0000300580 00000 n 120 1 0000300690 00000 n 122 1 0000300853 00000 n 124 42 0000300960 00000 n 0000301007 00000 n 0000301153 00000 n 0000301293 00000 n 0000301771 00000 n 0000302358 00000 n 0000302769 00000 n 0000303058 00000 n 0000303341 00000 n 0000303459 00000 n 0000304583 00000 n 0000305648 00000 n 0000305824 00000 n 0000306082 00000 n 0000307109 00000 n 0000308153 00000 n 0000309114 00000 n 0000310142 00000 n 0000311188 00000 n 0000312010 00000 n 0000339982 00000 n 0000381067 00000 n 0000389599 00000 n 0000403720 00000 n 0000403994 00000 n 0000404069 00000 n 0000404093 00000 n 0000404270 00000 n 0000404327 00000 n 0000404399 00000 n 0000404436 00000 n 0000432282 00000 n 0000432454 00000 n 0000433511 00000 n 0000433759 00000 n 0000433797 00000 n 0000433833 00000 n 0000434163 00000 n 0000434220 00000 n 0000434304 00000 n 0000434354 00000 n 0000434425 00000 n trailer < ] >> startxref 462435 %%EOF