#############################################################################
## Copyright (c) 1996, Carnegie Mellon University, Cambridge University,
## Ronald Rosenfeld and Philip Clarkson
#############################################################################
=============================================================================
===============  This file was produced by the CMU-Cambridge  ===============
===============     Statistical Language Modeling Toolkit     ===============
=============================================================================
This is a 3-gram language model, based on a vocabulary of 28 words,
  which begins "<s>", "a", "b"...
This is an OPEN-vocabulary model (type 1)
  (OOVs were mapped to UNK, which is treated as any other vocabulary word)
Absolute discounting was applied.
1-gram discounting constant : 1
2-gram discounting constant : 0.53271
3-gram discounting constant : 0.633755
This file is in the ARPA-standard format introduced by Doug Paul.

p(wd3|wd1,wd2)= if(trigram exists)           p_3(wd1,wd2,wd3)
                else if(bigram w1,w2 exists) bo_wt_2(w1,w2)*p(wd3|wd2)
                else                         p(wd3|w2)

p(wd2|wd1)= if(bigram exists) p_2(wd1,wd2)
            else              bo_wt_1(wd1)*p_1(wd2)

All probs and back-off weights (bo_wt) are given in log10 form.

Data formats:

Beginning of data mark: \data\
ngram 1=nr            # number of 1-grams
ngram 2=nr            # number of 2-grams
ngram 3=nr            # number of 3-grams

\1-grams:
p_1     wd_1 bo_wt_1
\2-grams:
p_2     wd_1 wd_2 bo_wt_2
\3-grams:
p_3     wd_1 wd_2 wd_3 

end of data mark: \end\

\data\
ngram 1=29
ngram 2=361
ngram 3=1121

\1-grams:
-99.9990 <UNK>	0.0000
-98.9947 <s>	0.0000
-1.1421 a	-0.5264
-1.4025 b	-0.8848
-1.6365 c	-0.4160
-1.4942 d	-0.0489
-1.0235 e	0.0092
-1.9288 f	-0.4014
-1.4517 g	-0.5391
-1.2854 h	0.7483
-1.1837 i	-0.3366
-2.2128 j	-0.6851
-1.8082 k	0.0627
-1.2933 l	-0.3459
-1.5944 m	-0.6266
-1.2162 n	0.4260
-1.2264 o	-0.1628
-1.4459 p	-0.5697
-99.9990 q	-0.2572
-1.0503 r	-0.1340
-1.2264 s	-0.5501
-1.0963 t	-0.5777
-1.4347 u	-0.6297
-1.8216 v	-1.0663
-1.6933 w	-0.0343
-99.9990 x	-0.2669
-1.7953 y	0.0363
-2.4816 z	-0.2481
-99.9990 </s>	0.0000

\2-grams:
-2.5179 a a -0.1296
-1.2113 a c -0.1742
-1.3144 a d -0.0774
-1.7953 a e -0.3218
-2.0210 a f -0.0634
-1.5375 a h -0.4261
-2.5179 a k -0.1921
-1.0917 a l 0.0129
-1.2113 a m 0.2000
-0.8360 a n 0.0379
-1.7953 a p 0.2975
-0.6256 a r 0.1213
-1.2113 a s -0.0151
-1.2113 a t -0.1781
-2.5179 a u -0.1843
-1.2113 a v -0.0831
-2.0210 a w -0.1786
-1.5375 a y -0.1844
-1.3894 b a -0.6828
-2.2598 b b -0.1853
-1.0563 b e -0.2419
-2.2598 b i -0.1258
-2.2598 b l -0.1408
-1.3894 b o -0.4042
-0.9096 b r -0.3361
-1.5372 b s -0.3237
-0.2179 b u -1.1145
-0.8882 c a -0.0687
-2.0294 c b -0.1581
-2.0294 c c -0.0735
-0.8882 c e -0.1276
-0.6032 c h -0.4169
-2.0294 c i -0.1258
-0.8258 c k -0.1178
-1.5325 c l -0.1200
-2.0294 c m -0.1944
-0.9612 c o -0.2738
-2.0294 c p 0.1897
-2.0294 c r -0.1735
-2.0294 c y -0.1795
-0.8626 d a -0.4091
-2.1693 d b -0.1800
-2.1693 d c -0.1940
-1.6723 d d -0.4494
-1.0281 d e -0.3093
-1.4466 d f -0.2394
-1.6723 d h -0.1487
-1.6723 d i 0.1025
-2.1693 d j -0.0312
-2.1693 d l -0.0877
-0.9657 d o 0.0012
-0.9111 d p -0.3972
-1.1011 d r -0.3683
-1.1888 d s -0.0612
-2.1693 d t -0.1866
-2.1693 d u -0.1899
-1.0281 d w -0.1226
-1.6723 d y -0.1734
-1.1450 e a 0.0419
-1.6553 e b -0.0296
-2.1388 e c -0.0681
-1.6553 e d -0.0596
-1.4322 e e -0.0821
-2.1388 e f -0.0856
-1.7654 e g -0.4383
-2.6358 e h -0.1962
-1.6553 e i -0.3658
-2.1388 e j -0.2841
-2.6358 e k -0.1921
-0.9736 e l 0.0396
-1.6553 e m -0.0878
-0.8994 e n 0.0475
-1.0631 e p -0.0241
-0.8360 e r -0.1337
-1.2459 e s 0.1702
-1.5676 e t -0.4878
-2.6358 e u -0.1843
-1.3291 e v -0.2852
-1.1450 e w 0.1518
-1.5676 e y -0.1252
-2.6358 e z -0.0379
-1.7454 f a -0.0807
-1.7454 f b -0.1800
-1.7454 f c -0.1379
-0.7649 f e 0.0403
-1.2485 f f -0.1067
-0.7649 f i -0.1407
-1.0228 f o -0.6070
-0.7649 f r -0.2892
-1.0228 f t -0.3175
-1.3408 g a -0.3453
-2.2112 g c -0.1379
-2.2112 g d -0.1553
-0.1778 g h -0.0131
-1.1430 g i -0.2580
-1.2308 g l -0.4103
-2.2112 g m -0.0204
-2.2112 g n -0.1863
-2.2112 g o -0.1930
-1.7143 g r -0.0927
-2.2112 g s -0.1718
-2.2112 g t -0.1813
-2.2112 g v -0.1194
-0.6749 h a 0.1903
-1.3953 h b 0.4546
-1.6531 h c -0.0505
-2.3757 h d -0.1483
-1.2346 h e -0.0945
-1.5053 h f -0.1281
-1.6531 h g -0.1536
-1.5053 h h -0.1203
-1.3076 h i 0.1005
-1.8788 h j 0.3389
-1.3953 h l -0.0646
-1.5053 h m -0.1748
-1.5053 h n -0.0670
-0.9496 h o 0.1259
-1.5053 h p 0.1226
-1.6531 h r -0.2746
-1.2346 h s -0.0472
-1.3076 h t -0.0863
-2.3757 h u 0.2925
-1.8788 h v -0.1120
-2.3757 h w -0.1290
-1.8788 h y -0.1174
-1.7539 i a -0.0621
-1.7539 i b -0.3589
-1.0504 i c -0.0703
-1.6061 i d -0.0763
-1.2184 i e 0.0356
-1.6061 i f -0.0723
-1.7539 i g 0.2042
-2.4765 i j 0.0170
-2.4765 i k -0.1064
-1.2184 i l -0.1510
-1.4961 i m 0.1415
-0.8144 i n -0.1017
-2.4765 i o -0.1754
-2.4765 i p -0.1839
-2.4765 i r -0.1486
-1.4961 i s -0.1649
-0.4607 i t -1.1807
-2.4765 i u 0.2925
-1.4961 i v 0.0159
-0.9796 j a -0.4716
-0.4961 j e -0.1803
-0.4084 j o -0.1953
-1.4765 j u -0.1843
-0.9915 k a -0.6828
-1.3650 k b -0.0952
-1.8619 k c -0.1478
-1.8619 k d -0.1340
-0.7208 k e -0.0545
-1.8619 k f -0.1162
-1.8619 k g -0.1778
-1.8619 k h -0.0949
-1.1393 k i -0.2852
-1.8619 k j -0.0312
-1.3650 k k -0.0480
-1.8619 k l -0.0877
-1.3650 k p 0.2250
-1.8619 k r -0.1486
-1.8619 k s -0.1861
-1.8619 k u -0.1899
-1.3650 k w -0.0869
-1.3650 k y -0.1463
-0.9081 l a -0.0654
-1.6452 l b -0.3144
-2.3678 l c -0.0735
-1.0176 l d 0.0513
-0.6488 l e 0.1612
-2.3678 l f -0.1548
-2.3678 l g -0.1657
-0.9780 l i -0.2115
-2.3678 l j -0.1833
-1.8709 l k -0.1148
-0.8480 l l -0.1155
-1.6452 l m -0.0499
-1.3874 l o 0.1524
-2.3678 l p 0.1897
-1.4974 l s -0.1242
-2.3678 l t -0.1943
-1.6452 l u -0.1673
-2.3678 l w -0.1290
-1.6452 l y -0.1103
-2.3678 l z -0.0379
-0.4740 m a -0.0053
-2.0708 m c -0.1278
-0.9296 m e -0.2885
-1.0903 m i -0.1523
-1.5738 m m -0.1211
-2.0708 m n -0.1197
-0.7205 m o -0.2734
-1.2004 m p -0.2791
-1.3481 m s -0.1179
-2.0708 m u -0.1955
-2.0708 m y -0.1795
-1.1862 n a -0.0075
-1.9474 n b 0.3684
-1.3032 n c 0.0877
-1.0182 n d -0.1430
-0.7822 n e -0.0129
-1.7217 n f -0.1913
-1.2408 n g 0.3761
-2.4444 n h -0.1463
-1.0941 n i -0.1864
-2.4444 n j -0.0312
-1.7217 n k -0.2241
-2.4444 n l -0.1408
-1.5740 n m -0.2648
-1.2408 n n -0.2261
-1.5740 n o -0.1077
-1.2408 n p -0.1624
-1.7217 n r -0.0943
-1.3032 n s -0.0374
-1.1862 n t -0.3560
-1.7217 n u -0.6557
-2.4444 n x 0.0754
-2.4444 n y -0.1795
-2.4444 n z -0.1719
-1.5638 o a -0.4761
-1.5638 o b -0.4393
-2.4342 o c -0.1278
-1.1276 o d 0.0754
-2.4342 o e -0.1588
-1.7116 o f -0.0753
-1.7116 o h -0.6614
-2.4342 o k -0.1921
-1.2931 o l 0.2924
-1.2931 o m 0.1744
-0.6811 o n 0.0571
-1.0840 o o -0.3487
-1.7116 o p 0.3540
-0.8374 o r -0.1689
-1.4538 o s -0.3100
-1.9373 o t 0.0260
-1.2931 o u 0.3063
-1.1761 o w -0.2772
-1.9373 o y -0.1734
-2.4342 o z -0.0379
-1.4943 p a -0.0259
-2.2169 p e -0.1296
-1.4943 p g -0.2015
-1.1487 p h -0.0623
-0.2288 p i -1.2592
-1.2364 p l -0.4103
-2.2169 p n -0.1197
-1.3465 p o -0.1997
-1.4943 p r -0.6308
-1.4943 p s -0.1138
-2.2169 p u -0.1728
-2.2169 p y -0.1795
-0.3304 q u -0.1786
-1.2589 r a -0.2790
-1.7388 r b 0.3142
-1.8865 r c -0.5506
-1.4056 r d -0.2035
-0.9677 r e 0.0493
-2.6092 r f -0.1162
-0.6024 r g -0.7214
-1.0124 r i -0.4481
-1.3510 r k -0.0653
-1.3510 r l -0.1235
-2.1122 r m -0.3214
-1.6287 r n -0.2773
-0.9677 r o -0.1897
-2.6092 r p 0.1897
-1.4680 r r -0.2562
-1.7388 r s -0.3956
-1.4680 r t -0.1757
-2.1122 r u -0.1642
-2.6092 r w -0.1290
-1.4680 r y -0.0864
-1.7116 s a -0.1265
-0.4367 s b -1.1178
-2.4342 s c -0.1379
-1.1761 s e -0.0867
-1.4538 s h -0.0499
-1.9373 s j -0.4510
-1.4538 s k -0.0674
-2.4342 s l -0.0877
-1.4538 s m -0.0140
-2.4342 s n -0.1863
-1.0840 s o -0.6010
-1.2306 s p -0.0128
-1.5638 s s -0.0948
-0.8872 s t -0.6290
-1.9373 s u -0.1816
-1.9373 s v -0.0233
-1.5638 s w -0.0336
-2.0665 t a -0.1146
-2.5634 t b -0.1800
-0.9666 t e -0.1450
-2.5634 t g -0.1657
-1.0726 t h -0.2376
-1.5830 t i -0.2975
-2.5634 t l -0.1881
-2.0665 t m -0.3214
-2.0665 t n -0.4207
-1.4223 t o -0.0075
-1.4952 t p -0.5885
-1.5830 t r -0.5188
-0.5753 t s -1.3540
-0.4969 t t -0.4484
-1.6930 t z -0.0825
-2.2280 u b -0.1957
-2.2280 u c -0.1278
-2.2280 u d -0.1553
-1.3576 u e -0.2597
-1.7311 u g -0.1689
-1.5054 u l -0.2766
-1.7311 u m -0.1485
-1.7311 u n -0.1413
-2.2280 u p 0.1897
-2.2280 u q 0.0754
-0.1695 u r -0.7922
-1.2476 u s -0.3315
-1.7311 u t -0.1471
-0.7807 v a -0.0958
-0.2292 v e -0.2557
-0.7807 v i -0.2198
-1.8489 v k -0.1921
-0.8327 w a -0.2133
-1.9739 w b 0.2059
-1.9739 w d -0.1483
-1.2512 w e -0.3145
-1.9739 w g -0.1778
-1.4769 w h -0.1487
-0.8327 w i -0.2641
-1.9739 w l -0.1498
-0.9934 w n -0.0014
-0.7157 w o -0.5333
-1.9739 w p 0.1897
-1.4769 w r -0.0985
-1.9739 w t -0.1597
-1.9739 w w -0.1290
-1.4769 w y -0.1174
-0.3304 x v -0.1194
-1.8745 y a -0.1853
-1.3776 y b -0.4420
-1.3776 y c -0.1332
-1.1518 y d -0.2682
-1.8745 y e -0.1296
-1.8745 y g -0.1718
-1.3776 y h -0.0282
-1.3776 y j 0.3389
-0.8940 y l 0.2301
-1.3776 y m -0.0605
-1.3776 y n -0.4207
-1.3776 y o -0.4309
-1.0041 y p 0.4067
-1.3776 y s -0.1198
-1.8745 y t -0.1943
-1.3776 y v -0.4204
-1.8745 y w -0.1730
-1.2335 z b -0.1581
-0.5109 z e -0.3020
-1.2335 z i -0.1258
-1.2335 z j 0.0170
-1.2335 z l -0.1498
-1.2335 z p -0.1661

\3-grams:
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-1.7980 a n i 
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\end\