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9 Aug 2005: Text. wfreq2vocab. Vocab. Test text. Perplexity. Id N-gram. LanguageModel. text2idngram. idngram2lm.

9 Aug 2005: XZY[]_acbd[egfihkjmlonqp'jmlsrt]gfZfZeulI[vbw]yxzx{0p|cb+]gfZcj[. Training Data Test Data. |0. |100. |200. |300. |400. |500.

9 Aug 2005: 0.10. ||. ||. ||. ||. |1.00. |. (c) Normalised RMSE -- Approximation Error on Test Data.

9 Aug 2005: Department of EngineeringUniversity of Cambridge! " $#%&' ( ) " ,%-.) / 0 213. George Francis HarpurQueens’ College. February 1997. A dissertation submitted forthe degree of Doctor of Philosophy. at the University of Cambridge. Summary. The

9 Aug 2005: Viterbi decoding. Alignment. Output. Test data (text)without <s> and </s>. punctuation stripped with punctuation.

9 Aug 2005: "!#. $% &' "( $")-,/. 02143-57698571-8:;=<>026?5@1BAC571 EDF#HGI E#/"!ED4 JEK2L=M=N. O4.QP46?RF576?SETQUVU@W. X 57YP46I0Z8[V.]>1F0_V. 69aC0bcSed14[V0214. Q6I0214[Jf. g-576IbIY. 1hbi6?R4Yg40214[@bIjV1khbI6? bX 5@YP46?0Z8[@. XHlnm ToHp. d1F[@qZ571F8.

9 Aug 2005: UNIVERSITY OF CAMBRIDGEDEPARTMENT OF ENGINEERING! "$#&%'(()! ,-%./0%12 ,3%4"56/. 7&8:9<;>=?A@>B=DCFE 8HGIG. JLK)MON>PRQTS UVXWHWYK)ZXK. JOV[]KS._K)bacedfagXgXg.

9 Aug 2005: " #$ %& '& ()!,&-&. 0/ 12436587:9 ;=<?>"@BAC361D4EGF!H 24@. I8JLKNMOKQPSRUTWVXNXZY-[YT]_'aOJ=KZbO[cYd. T]_'aOJ=KZbO[cY'eGMOKNfcYJ=gLKQPSRihMO[cKZMOY-YJ=KZMO[kj Ylm]J=Pn_,Y-MoP. prqtsqtuwvqoxiy{z4z4|. }GNLkLo 6''koZL'LcG = W} ¡¢ W£Z¤¥=t! "#$&% '(

9 Aug 2005: "!$#&%('),-!'0/1243--2. 576$8:9<;>=@?BA$CED F<=HG$CI;>JK=HLNMPOQFBAR=@F<CICI;>=@FBATS CIU"6V;KLK8TCWF.LX ;>Y<8TU"=@FBA$L[ZRF]L[;>CICIL56$8_9";>=@?BA$C_57acbId7e. OQFBARf@6$F<?