############################################################################# ## 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 1-gram language model, based on a vocabulary of 71 words, which begins "", "", "a"... This is an OPEN-vocabulary model (type 1) (OOVs were mapped to UNK, which is treated as any other vocabulary word) Good-Turing discounting was applied. 1-gram frequency of frequency : 16 1-gram discounting ratios : 0.89 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 \1-grams: p_1 wd_1 end of data mark: \end\ \data\ ngram 1=72 \1-grams: -3.3174 0.0000 -99.0000 0.0000 -3.3754 0.0000 -3.3174 a 0.0000 -3.3174 april 0.0000 -3.3174 area 0.0000 -2.6642 august 0.0000 -3.3174 code 0.0000 -3.3174 december 0.0000 -1.1980 eight 0.0000 -3.3174 eighteen 0.0000 -3.3174 eighteenth 0.0000 -3.3174 eighth 0.0000 -2.6642 eighty 0.0000 -2.6642 eleven 0.0000 -3.3174 eleventh 0.0000 -1.3420 enter 0.0000 -2.9652 february 0.0000 -2.6642 fifteen 0.0000 -2.9652 fifteenth 0.0000 -3.3174 fifth 0.0000 -1.8513 fifty 0.0000 -2.7891 first 0.0000 -1.0621 five 0.0000 -2.0621 forty 0.0000 -1.1659 four 0.0000 -2.4211 fourteen 0.0000 -3.3174 fourth 0.0000 -2.2662 go 0.0000 -2.1871 help 0.0000 -2.9652 hundred 0.0000 -2.9652 january 0.0000 -2.7891 july 0.0000 -2.9652 june 0.0000 -2.7891 march 0.0000 -2.7891 may 0.0000 -1.4274 nine 0.0000 -1.7891 nineteen 0.0000 -2.6642 ninety 0.0000 -2.9652 ninth 0.0000 -2.0621 no 0.0000 -2.7891 october 0.0000 -2.9652 of 0.0000 -1.5180 oh 0.0000 -0.8842 one 0.0000 -2.0358 repeat 0.0000 -2.9652 second 0.0000 -2.5673 september 0.0000 -1.2619 seven 0.0000 -2.7891 seventeen 0.0000 -3.3174 seventh 0.0000 -2.1871 seventy 0.0000 -1.1556 six 0.0000 -2.7891 sixteen 0.0000 -3.3174 sixteenth 0.0000 -3.3174 sixth 0.0000 -1.4954 sixty 0.0000 -2.2248 start 0.0000 -2.0621 stop 0.0000 -2.2248 ten 0.0000 -2.7891 third 0.0000 -2.7891 thirtieth 0.0000 -2.0110 thirty 0.0000 -2.7891 thousand 0.0000 -1.2368 three 0.0000 -2.9652 twelfth 0.0000 -2.3631 twelve 0.0000 -3.3174 twentieth 0.0000 -1.7891 twenty 0.0000 -0.9199 two 0.0000 -1.9440 yes 0.0000 -1.8513 zero 0.0000 \end\