1#############################################################################
2## Copyright (c) 1996, Carnegie Mellon University, Cambridge University,
3## Ronald Rosenfeld and Philip Clarkson
4#############################################################################
5=============================================================================
6===============  This file was produced by the CMU-Cambridge  ===============
7===============     Statistical Language Modeling Toolkit     ===============
8=============================================================================
9This is a 3-gram language model, based on a vocabulary of 28 words,
10  which begins "</s>", "<s>", "a"...
11This is an OPEN-vocabulary model (type 1)
12  (OOVs were mapped to UNK, which is treated as any other vocabulary word)
13Absolute discounting was applied.
141-gram discounting constant : 0.333333
152-gram discounting constant : 0.521739
163-gram discounting constant : 0.479167
17This file is in the ARPA-standard format introduced by Doug Paul.
18
19p(wd3|wd1,wd2)= if(trigram exists)           p_3(wd1,wd2,wd3)
20                else if(bigram w1,w2 exists) bo_wt_2(w1,w2)*p(wd3|wd2)
21                else                         p(wd3|w2)
22
23p(wd2|wd1)= if(bigram exists) p_2(wd1,wd2)
24            else              bo_wt_1(wd1)*p_1(wd2)
25
26All probs and back-off weights (bo_wt) are given in log10 form.
27
28Data formats:
29
30Beginning of data mark: \data\
31ngram 1=nr            # number of 1-grams
32ngram 2=nr            # number of 2-grams
33ngram 3=nr            # number of 3-grams
34
35\1-grams:
36p_1     wd_1 bo_wt_1
37\2-grams:
38p_2     wd_1 wd_2 bo_wt_2
39\3-grams:
40p_3     wd_1 wd_2 wd_3 
41
42end of data mark: \end\
43
44\data\
45ngram 1=29
46ngram 2=559
47ngram 3=6230
48
49\1-grams:
50-5.7554 <UNK>	0.0000
51-5.7554 </s>	-0.2825
52-99.0000 <s>	-0.2461
53-1.0948 a	2.1022
54-1.8542 b	-1.4381
55-1.5435 c	-0.3736
56-1.3762 d	-0.5410
57-0.8934 e	1.9009
58-1.6013 f	-0.3159
59-1.7301 g	-0.0705
60-1.2488 h	-0.5518
61-1.1708 i	2.1783
62-2.9831 j	-1.8636
63-2.1568 k	-0.5153
64-1.3804 l	-0.5367
65-1.5905 m	-0.3266
66-1.1714 n	2.1789
67-1.1136 o	2.1211
68-1.7580 p	-0.7464
69-3.0186 q	-2.4673
70-1.2265 r	-0.6907
71-1.2050 s	-0.5955
72-1.0458 t	-0.7547
73-1.5021 u	0.0198
74-1.9777 v	-2.7659
75-1.6087 w	-0.1919
76-2.6641 x	-1.1193
77-1.6901 y	-0.1105
78-3.2557 z	-1.2622
79
80\2-grams:
81-0.3203 </s> <s> -0.2008
82-0.6214 <s> </s> -0.0370
83-0.6214 <s> a -0.3193
84-2.7176 a a -0.4280
85-1.5282 a b -0.6008
86-1.3854 a c -0.2148
87-1.3043 a d 0.9858
88-3.2179 a e -0.2674
89-1.8270 a f -1.0170
90-1.6392 a g -0.4582
91-2.2684 a h -0.4144
92-1.4233 a i -1.1389
93-3.2676 a j -0.4744
94-1.7193 a k -0.3609
95-1.1007 a l 0.7779
96-1.5423 a m 0.6630
97-0.7215 a n 0.5179
98-2.4413 a o -1.3084
99-1.5774 a p -0.1580
100-3.0958 a q 0.6613
101-0.9651 a r 0.5745
102-0.9268 a s 0.7461
103-0.8616 a t 0.7276
104-2.0772 a u -0.6025
105-1.4473 a v -0.1570
106-1.8809 a w 0.2651
107-3.1139 a x -0.3836
108-1.6312 a y 0.9342
109-2.8081 a z -0.7455
110-1.2193 b a -0.7685
111-2.2556 b b -0.5069
112-3.5553 b c -0.2242
113-3.5553 b d -0.5584
114-0.4997 b e -0.3553
115-3.5553 b f -0.2384
116-3.5553 b h -0.5527
117-1.5011 b i -0.5408
118-2.1073 b j -1.4585
119-0.8272 b l -2.0054
120-3.1837 b m -0.2992
121-3.1837 b n -0.5293
122-0.8723 b o -0.2985
123-4.0454 b p -0.2677
124-1.3110 b r -1.6714
125-1.5775 b s -0.5302
126-1.6231 b t 0.1714
127-0.9796 b u -1.0961
128-4.0454 b v -0.2689
129-1.0619 b y 0.9060
130-0.9377 c a -0.9224
131-3.0591 c b -0.3020
132-1.7147 c c -0.9076
133-3.2243 c d -0.2166
134-0.7246 c e 0.2723
135-2.9396 c f -0.4757
136-3.0155 c g -0.5928
137-0.8359 c h 0.9476
138-1.3745 c i -0.9573
139-4.3561 c j -0.3190
140-1.3408 c k 0.2119
141-1.0901 c l -2.0532
142-2.8751 c m -0.2724
143-3.2243 c n -0.5634
144-0.7615 c o -0.6516
145-2.5813 c p -0.4732
146-3.0591 c q 1.0592
147-1.2911 c r -1.7846
148-2.5378 c s 0.0174
149-1.0808 c t 0.8981
150-1.4475 c u -1.1300
151-3.8660 c v -0.2172
152-2.9062 c w 0.1639
153-2.3780 c y -0.3188
154-1.0348 d a 0.5009
155-1.4515 d b -1.0023
156-1.7808 d c -1.0614
157-1.6206 d d -1.2528
158-0.8193 d e 0.2436
159-1.6274 d f -1.6553
160-2.0286 d g -1.1844
161-1.4752 d h -1.2673
162-0.8753 d i 0.0224
163-2.8325 d j -0.3708
164-2.7487 d k -0.7120
165-1.7446 d l -1.5666
166-1.3486 d m -1.5191
167-1.5888 d n -1.8824
168-1.1138 d o -0.3797
169-1.8820 d p -0.9818
170-2.9365 d q 1.2454
171-1.4943 d r -1.5834
172-1.2140 d s 0.7550
173-0.9711 d t -1.5564
174-1.5652 d u -0.3803
175-2.0315 d v -0.0379
176-1.3468 d w -1.4314
177-1.8203 d y 0.4062
178-1.0059 e a 0.7675
179-1.8727 e b -0.7223
180-1.4086 e c -0.9719
181-1.0035 e d 0.4838
182-1.4153 e e 0.6183
183-1.6001 e f -0.9196
184-1.8164 e g -0.8424
185-1.6861 e h -1.4846
186-1.4715 e i 0.1323
187-2.8972 e j 0.6263
188-2.6506 e k 0.1383
189-1.3307 e l 0.5770
190-1.4505 e m 0.4346
191-1.0511 e n 0.2946
192-1.5280 e o -1.0196
193-1.5972 e p 0.6227
194-2.5978 e q -0.0307
195-0.8574 e r 0.4874
196-1.0160 e s 0.6674
197-1.2362 e t 0.4211
198-2.2213 e u -1.1506
199-1.6459 e v -0.9049
200-1.4186 e w 0.2872
201-1.8569 e x -0.7663
202-1.9953 e y 0.5929
203-3.7092 e z -0.2857
204-0.9600 f a 0.9644
205-2.1239 f b -0.1076
206-1.8559 f c -0.7620
207-2.0724 f d -1.1371
208-0.9752 f e -0.1290
209-1.3371 f f -0.2366
210-2.0945 f g -0.9090
211-1.7074 f h -0.9274
212-1.0084 f i -0.8915
213-2.4941 f j -0.7036
214-3.2394 f k -0.0959
215-1.4550 f l -1.5349
216-1.6192 f m -1.0241
217-2.2037 f n -1.3405
218-0.8374 f o -1.3960
219-2.0361 f p -0.4026
220-4.2984 f q 2.0592
221-1.2173 f r -1.8036
222-1.5317 f s 0.0504
223-0.7183 f t 0.5935
224-1.3669 f u -1.1340
225-2.3202 f v 0.4726
226-1.6173 f w -0.8645
227-2.3499 f y -0.6050
228-0.9341 g a 0.2975
229-1.9714 g b -0.3541
230-1.9490 g c -0.6973
231-1.9714 g d -1.1094
232-0.9035 g e 0.8737
233-1.9545 g f -0.9766
234-1.6305 g g -0.0705
235-0.8156 g h -0.0535
236-1.0999 g i -0.6023
237-3.3079 g j -0.1973
238-3.3079 g k -0.0490
239-1.3921 g l -1.6691
240-1.7174 g m -0.9071
241-1.6411 g n -1.1691
242-1.1157 g o 0.0364
243-2.2211 g p -0.7145
244-3.6795 g q 1.7582
245-1.0489 g r -1.8432
246-1.4610 g s 0.7161
247-1.1387 g t -1.1787
248-1.2014 g u -0.9925
249-2.6885 g v -0.0754
250-1.6384 g w -0.7868
251-2.2110 g y -0.2986
252-3.4551 g z -0.7613
253-0.7384 h a -0.2002
254-2.3936 h b -0.1898
255-2.4090 h c -0.5624
256-2.6450 h d -0.8381
257-0.3638 h e 0.6822
258-2.3033 h f -1.1083
259-2.7342 h g -0.6891
260-2.0888 h h -0.8986
261-0.8397 h i -0.5610
262-3.4567 h j -0.4774
263-3.6794 h k -0.2641
264-2.4825 h l -0.9585
265-2.1417 h m -0.7404
266-2.8058 h n -0.9891
267-1.0768 h o -0.5121
268-2.6189 h p -0.5157
269-3.4567 h q 1.1562
270-1.8527 h r -1.4934
271-2.0599 h s -0.0168
272-1.2754 h t 0.9076
273-1.7258 h u -1.3344
274-3.2009 h v 0.9892
275-1.9049 h w -1.1164
276-2.1333 h y 0.1288
277-4.6509 h z -0.0426
278-1.7616 i a -0.3340
279-1.8158 i b -1.1840
280-1.1342 i c 0.6897
281-1.3163 i d 1.0738
282-1.4297 i e -1.0812
283-1.6432 i f -0.2522
284-1.4370 i g -1.0692
285-2.0256 i h -1.2950
286-3.0197 i i -0.0159
287-3.7574 i j -0.4534
288-1.9545 i k -0.8312
289-1.3174 i l 0.8945
290-1.4157 i m 0.8580
291-0.5966 i n 0.0710
292-1.1991 i o -1.2767
293-2.2310 i p 0.7693
294-2.9695 i q 0.6121
295-1.4966 i r 1.4037
296-0.9036 i s 0.7989
297-0.9052 i t 0.5051
298-2.7907 i u -0.8221
299-1.7626 i v -1.0096
300-1.9961 i w -1.1032
301-2.4975 i x -0.6434
302-3.8671 i y -0.3105
303-2.4241 i z -0.6741
304-0.9022 j a -0.6736
305-2.9169 j d -0.2481
306-0.6597 j e -1.3531
307-0.3939 j o -1.3963
308-2.2025 j s -0.4077
309-0.6259 j u -0.6729
310-1.2091 k a -0.3304
311-2.0906 k b -0.2793
312-2.0906 k c -0.2721
313-2.3264 k d -0.4494
314-0.4520 k e 0.6129
315-1.9681 k f -0.9479
316-3.0284 k g -0.7560
317-1.5999 k h -0.5847
318-0.8366 k i -0.3190
319-2.0906 k j -1.6038
320-3.2528 k k -0.0583
321-1.8978 k l -0.9421
322-1.9246 k m -0.7453
323-1.0052 k n -2.0087
324-1.3563 k o -0.8119
325-2.1801 k p -0.8767
326-2.4023 k r -0.2978
327-1.1271 k s 0.5361
328-1.3206 k t -1.3383
329-1.7843 k u -1.1003
330-1.4958 k w -0.6193
331-1.7026 k y -0.2604
332-0.9842 l a 0.2588
333-2.1216 l b -0.0917
334-1.8819 l c -0.9562
335-1.2196 l d 0.5103
336-0.6864 l e 0.8892
337-1.6220 l f 1.1875
338-2.5224 l g -0.6854
339-2.2145 l h -0.7454
340-0.9847 l i 0.4876
341-3.4603 l j -0.3525
342-2.3042 l k 0.0168
343-0.8745 l l 0.7705
344-1.8819 l m 0.1225
345-2.2826 l n -1.4814
346-1.0184 l o -1.0374
347-2.2521 l p -0.1383
348-4.0292 l q 1.7582
349-2.2570 l r -1.0037
350-1.5039 l s 0.5718
351-1.4411 l t 0.1073
352-1.6643 l u 0.2411
353-2.2145 l v 0.1485
354-1.9498 l w -0.9403
355-0.9944 l y 0.6476
356-0.8034 m a -0.1555
357-1.6338 m b 0.5208
358-2.4908 m c -0.2994
359-2.7221 m d -0.4267
360-0.6309 m e 1.0438
361-2.2218 m f -0.8498
362-3.0121 m g -0.3627
363-2.1532 m h -0.5974
364-1.0319 m i -0.6321
365-4.3091 m j -0.2022
366-2.8926 m k -0.6588
367-2.3505 m l -0.7507
368-1.5917 m m 0.3408
369-2.1727 m n -0.8232
370-0.9080 m o -1.1570
371-1.2110 m p -0.8285
372-3.8190 m q 1.7582
373-2.4908 m r -0.1466
374-1.5831 m s 0.3644
375-1.6395 m t -1.1954
376-1.4670 m u -1.2063
377-3.1773 m v -0.2138
378-2.0089 m w -0.5569
379-0.8181 m y 0.6171
380-1.2279 n a 0.8141
381-2.0973 n b -0.4580
382-1.1779 n c -1.4495
383-0.7767 n d 0.5350
384-1.0282 n e 1.0219
385-1.8994 n f -1.5882
386-0.9515 n g 0.2625
387-1.8108 n h -1.3563
388-1.2862 n i 0.3160
389-3.0562 n j 0.7330
390-2.1866 n k -0.0565
391-1.8310 n l -1.4221
392-2.0074 n m -1.1381
393-1.9905 n n -1.6188
394-1.0190 n o 0.2381
395-2.3454 n p -0.6614
396-2.8704 n q 0.5152
397-2.2957 n r -1.2424
398-1.2211 n s 0.4035
399-0.8098 n t 0.7525
400-1.9048 n u -1.1548
401-2.2991 n v 1.3337
402-1.7299 n w -1.2532
403-3.0562 n x -1.6259
404-1.9062 n y 0.5090
405-4.0138 n z 0.1095
406-1.7410 o a -0.6097
407-1.7959 o b 0.5331
408-1.6709 o c -0.3445
409-1.6633 o d -0.1713
410-2.2392 o e -0.4496
411-0.8624 o f 0.3030
412-2.0336 o g -0.3180
413-2.0635 o h -0.5269
414-1.7804 o i -1.0238
415-2.8805 o j -0.5817
416-1.8472 o k 0.1956
417-1.4655 o l -0.4894
418-1.2137 o m 0.3809
419-0.8459 o n 0.3097
420-1.4891 o o 0.0131
421-1.7681 o p -0.0985
422-3.5919 o q 1.1562
423-0.9449 o r 0.7950
424-1.3992 o s -0.8936
425-1.1843 o t 0.8963
426-0.8438 o u 0.0552
427-1.7510 o v -0.5799
428-1.2719 o w 0.7397
429-3.3050 o x -0.7038
430-2.1283 o y -0.4074
431-3.4890 o z -1.0426
432-0.9489 p a -0.5748
433-2.6044 p b -0.5016
434-2.7614 p c -0.5207
435-2.9475 p d -0.4066
436-0.6989 p e 0.0873
437-2.6917 p f -0.6258
438-3.2800 p g -0.1356
439-1.4384 p h -0.2936
440-1.2353 p i -0.0707
441-4.1417 p j -0.2022
442-0.9975 p l -1.9314
443-2.4696 p m -0.8947
444-3.1702 p n -0.6262
445-0.8334 p o -0.8720
446-1.1469 p p -1.5034
447-0.8198 p r -2.2582
448-1.6324 p s 0.3086
449-1.2905 p t -0.0062
450-1.7193 p u -0.6674
451-3.2800 p v 0.4621
452-1.9922 p w -0.4071
453-2.3373 p y -0.1370
454-4.1417 p z -0.2842
455-2.8814 q e -0.2741
456-0.0018 q u -2.1423
457-1.0111 r a -0.0448
458-2.0056 r b 0.2574
459-1.7199 r c -0.7953
460-1.4052 r d 0.6847
461-0.6052 r e 0.6541
462-1.7924 r f -0.6870
463-2.0095 r g -0.8005
464-1.7806 r h -1.1366
465-1.0332 r i 0.4913
466-2.6951 r j 0.7559
467-1.9902 r k 0.9492
468-1.8471 r l -1.0230
469-1.5700 r m 0.1064
470-1.5817 r n -0.8523
471-0.9693 r o 0.8374
472-2.0195 r p -0.5685
473-3.4791 r q 1.1562
474-1.5765 r r -1.8077
475-1.2924 r s 0.5297
476-1.0825 r t 0.1725
477-1.6587 r u -0.4424
478-2.1341 r v 0.6603
479-1.7428 r w -1.0522
480-1.3373 r y 0.7721
481-1.0483 s a 0.2922
482-1.8284 s b -0.6928
483-1.4276 s c -1.4222
484-2.0490 s d -1.5549
485-0.9349 s e 0.9623
486-1.8186 s f -1.5724
487-2.2689 s g -0.5766
488-1.2432 s h 1.1289
489-1.0276 s i 0.5042
490-2.8495 s j 0.5633
491-2.2085 s k -0.3621
492-1.6732 s l -1.8088
493-1.6638 s m -0.7117
494-1.7516 s n -1.9938
495-1.0009 s o -0.5763
496-1.4909 s p -1.3418
497-2.6461 s q 0.3269
498-2.1037 s r -1.3946
499-1.1098 s s 1.0394
500-0.7334 s t 0.7096
501-1.3750 s u -0.2828
502-2.4374 s v 0.1958
503-1.4296 s w -1.5196
504-2.2827 s y -0.4707
505-4.6946 s z -0.3185
506-1.1960 t a 0.4397
507-2.0571 t b -0.7274
508-1.9839 t c -1.1883
509-2.1365 t d -1.6265
510-0.9841 t e -0.6152
511-2.0704 t f -1.5429
512-2.5314 t g -1.0914
513-0.4753 t h 0.2019
514-1.0052 t i -0.3699
515-3.6597 t j -0.1153
516-3.1628 t k -0.6519
517-1.7521 t l -1.7834
518-1.8760 t m -1.3891
519-2.3335 t n -1.6590
520-0.8976 t o 0.5456
521-2.3018 t p -0.8299
522-3.1273 t q 0.6443
523-1.4822 t r -1.9003
524-1.5159 t s 0.5726
525-1.2862 t t -1.7338
526-1.6105 t u -0.0777
527-2.7973 t v 0.3949
528-1.4764 t w -1.6319
529-1.7690 t y -0.6475
530-3.8824 t z -0.0657
531-1.6648 u a -0.0310
532-1.7146 u b -0.5612
533-1.4812 u c -1.1411
534-1.6451 u d -0.5007
535-1.5215 u e -0.5462
536-2.2678 u f -0.9436
537-1.3813 u g -1.3795
538-2.4808 u h -0.7874
539-1.5131 u i -0.9645
540-3.1005 u k -0.7573
541-0.9695 u l 0.8244
542-1.4372 u m 0.2386
543-0.8196 u n 0.4071
544-2.7876 u o -0.3963
545-1.2734 u p 0.9439
546-4.3975 u q 2.0592
547-0.7685 u r 1.0071
548-0.8564 u s 1.0831
549-0.9077 u t 0.6836
550-3.2657 u u -0.3546
551-2.6884 u v -0.6703
552-2.4920 u w -0.8561
553-3.5358 u x -0.5004
554-4.3975 u y -0.2729
555-3.1005 u z -1.2820
556-1.0001 v a -0.2887
557-0.1484 v e 0.9485
558-0.9587 v i -0.7357
559-1.1842 v o -1.2107
560-3.9220 v s -0.2788
561-2.6733 v u -1.2245
562-1.9634 v y -0.3693
563-0.6280 w a -0.6353
564-2.3034 w b -0.7661
565-2.4727 w c -0.7622
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6872
6873\end\
6874