📄 an4_words.trigram.lm
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############################################################################### 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 71 words, which begins "</s>", "<s>", "a"...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 : 0.4545452-gram discounting constant : 0.5673763-gram discounting constant : 0.680151This 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-gramsngram 2=nr # number of 2-gramsngram 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=72ngram 2=412ngram 3=1063\1-grams:-3.7020 <UNK> 0.0000-0.7708 </s> -2.8337-0.7698 <s> -0.8805-3.7020 a -0.1655-3.7020 april -0.2457-3.7020 area -0.2460-2.8891 august -0.5424-3.7020 code -0.2258-3.7020 december -0.2460-1.3722 eight -0.4955-3.7020 eighteen -0.2459-3.7020 eighteenth -0.2414-3.7020 eighth -0.2414-2.8891 eighty -0.3202-2.8891 eleven -0.1400-3.7020 eleventh -0.2414-1.5168 enter -0.5373-3.2497 february -0.2413-2.8891 fifteen -0.2733-3.2497 fifteenth -0.5425-3.7020 fifth -0.2414-2.0314 fifty -0.2326-3.0330 first -0.7186-1.2359 five -0.7848-2.2471 forty -0.3147-1.3399 four -0.5809-2.6228 fourteen -0.3958-3.7020 fourth -0.2414-2.4589 go -1.1655-2.3763 help -1.2446-3.2497 hundred -0.1648-3.2497 january -0.2456-3.0330 july -0.2408-3.2497 june -0.2413-3.0330 march -0.2409-3.0330 may -0.2364-1.6028 nine -0.1931-1.9683 nineteen -1.0014-2.8891 ninety -0.1530-3.2497 ninth -0.2365-2.2471 no -1.3696-3.0330 october -0.2406-3.2497 of -0.2360-1.6941 oh -0.4957-1.0594 one -0.6872-2.2201 repeat -1.3959-3.2497 second -0.5425-2.7812 september -0.2359-1.4364 seven -0.3848-3.0330 seventeen -0.4154-3.7020 seventh -0.2414-2.3763 seventy -0.5157-1.3297 six -0.5693-3.0330 sixteen -0.4103-3.7020 sixteenth -0.2414-3.7020 sixth -0.2414-1.6713 sixty -0.5317-2.4157 start -1.2069-2.2471 stop -1.3696-2.4157 ten -0.2862-3.0330 third -0.7186-3.0330 thirtieth -0.7186-2.1946 thirty -0.1689-3.0330 thousand -0.3188-1.4112 three -0.4369-3.2497 twelfth -0.5425-2.5611 twelve -0.2453-3.7020 twentieth -0.2414-1.9683 twenty -0.1748-1.0933 two -0.8899-2.1260 yes -1.4877-2.0314 zero -0.3338\2-grams:-0.0005 </s> <s> 0.0797-3.0332 <s> april 0.0787-3.0332 <s> area 0.0787-2.1337 <s> august 0.0787-3.0332 <s> december 0.0787-1.7982 <s> eight -0.0709-3.0332 <s> eighteen 0.0787-2.5132 <s> eleven -0.0615-0.7480 <s> enter 0.0787-3.0332 <s> february -0.0615-1.8609 <s> fifty -0.1793-1.5412 <s> five -0.1092-3.0332 <s> forty -0.0958-1.1860 <s> four -0.4076-3.0332 <s> fourteen -0.1397-1.6947 <s> go 0.0787-1.6112 <s> help 0.0787-2.5132 <s> january 0.0787-2.2832 <s> july 0.0787-2.5132 <s> june 0.0787-2.2832 <s> march 0.0787-2.5132 <s> may -0.0196-1.9343 <s> nine -0.0799-3.0332 <s> ninth -0.0615-1.4809 <s> no 0.0787-2.2832 <s> october 0.0787-2.2832 <s> oh -0.2199-0.7130 <s> one -0.3263-1.4536 <s> repeat 0.0787-2.1337 <s> september 0.0171-1.6509 <s> seven -0.1473-1.3808 <s> six -0.1376-3.0332 <s> sixty -0.0917-1.6509 <s> start 0.0787-1.4809 <s> stop 0.0787-2.0227 <s> ten -0.0723-2.2832 <s> thirty -0.0160-1.4809 <s> three -0.1975-1.9343 <s> twelve -0.0281-3.0332 <s> twenty -0.1461-1.2995 <s> two -0.0186-1.3590 <s> yes 0.0787-0.3639 a </s> 2.7471-0.3639 april thirtieth 0.5559-0.3639 area code 0.0787-0.9659 august sixteenth 0.0787-0.2160 august twenty -0.3156-0.3639 code four -0.0906-0.3639 december eighteenth 0.0787-0.5312 eight </s> 1.2031-1.3332 eight eight -0.2211-1.2598 eight five 0.0826-2.4321 eight forty -0.1267-0.9736 eight four -0.1036-2.4321 eight fourteen 0.0180-2.4321 eight hundred -0.0615-1.5326 eight nine -0.0182-1.6821 eight oh -0.0069-1.4215 eight one -0.0701-1.3332 eight seven 0.2034-1.9121 eight seventy -0.2066-1.5326 eight six 0.1778-1.6821 eight sixty 0.0271-2.4321 eight thirty -0.1043-1.0498 eight three 0.1981-1.9121 eight twenty -0.0729-1.1970 eight two -0.3403-1.5326 eight zero 0.1358-0.3639 eighteen february -0.0615-0.3639 eighteenth nineteen -0.1461-0.3639 eighth nineteen -0.1461-0.4459 eighty nine 0.0468-0.9659 eighty six -0.0279-0.9659 eighty three -0.0106-0.9659 eleven </s> 2.7471-0.9659 eleven nine -0.1647-0.9659 eleven seventeen 0.1146-0.9659 eleven sixty -0.0917-0.3639 eleventh nineteen 0.3769-1.0531 enter eight -0.0052-2.2882 enter eighty 0.0252-2.2882 enter fifteen 0.0252-1.2776 enter fifty -0.0866-1.1893 enter five 0.1261-1.5382 enter forty 0.0499-1.1893 enter four -0.2082-2.2882 enter fourteen -0.0679-1.3887 enter nine 0.0774-1.5382 enter ninety 0.0030-1.3887 enter one -0.1494-0.9983 enter seven -0.0186-1.3887 enter seventy 0.1146-1.0531 enter six 0.0026-1.0531 enter sixty -0.2117-1.5382 enter thirty -0.1081-1.7681 enter three -0.0080-2.2882 enter twenty -0.1307-1.1893 enter two -0.1472-2.2882 enter zero 0.0283-0.6649 february eighth 0.0787-0.6649 february nineteen -0.1307-0.4459 fifteen </s> 2.4461-0.9659 fifteen nineteen -0.1307-0.9659 fifteen sixty -0.1491-0.1449 fifteenth nineteen 0.0758-0.3639 fifth nineteen 0.3769-1.7789 fifty </s> 2.7471-0.8793 fifty eight -0.6181-1.0289 fifty five -0.5461-1.2588 fifty four -0.3484-0.7683 fifty one -0.3094-1.2588 fifty seven 0.1368-0.7683 fifty six -0.0845-1.7789 fifty sixty -0.1335-1.7789 fifty three -0.1615-1.2588 fifty two -0.3882-0.0910 first nineteen -0.1002-0.6931 five </s> 1.2286-1.6685 five eight -0.0916-1.4691 five five 0.2778-1.4691 five four -0.0773-1.6685 five nine -0.0550-1.4691 five oh -0.1302-1.1096 five one 0.0853-1.6685 five seven 0.0815-1.4691 five six -0.2209-2.5680 five sixteen 0.1146-2.5680 five ten 0.0566-1.4691 five three -0.2132-2.5680 five twenty -0.1307-0.3883 five two 0.1166-1.8180 five zero 0.2181-1.5680 forty eight -0.0160-1.0480 forty five -0.3700-1.0480 forty four -0.3484-1.5680 forty nine 0.0424-1.0480 forty one -0.3969-0.8180 forty seven -0.0393-0.8180 forty three 0.0126-1.0480 forty two -0.3882-0.6170 four </s> 1.2558-1.3654 four eight -0.1018-1.9442 four fifty 0.0137-1.3654 four five 0.1135-2.4643 four forty -0.1555-1.0422 four four 0.0557-1.9442 four nine -0.1288-1.5647 four oh 0.1295-0.7900 four one -0.4315-1.2920 four seven -0.0423-1.2920 four six 0.0412-1.9442 four sixty -0.0511-2.4643 four thousand -0.0998-1.4537 four three 0.0072-1.9442 four twenty -0.0729-0.9119 four two -0.2444-2.4643 four zero 0.0283-0.6890 fourteen </s> 2.4461-1.2090 fourteen a 0.0787-1.2090 fourteen fourteen -0.0679-0.4590 fourteen sixty -0.0062-0.3639 fourth nineteen -0.1461-0.0254 go </s> 1.7471-0.0210 help </s> 1.6679-0.6649 hundred </s> 2.7471-0.6649 hundred eighty -0.1177-0.6649 january fifteenth 0.3798-0.6649 january twelfth 0.3798-0.8410 july thirtieth 0.5559-0.8410 july twelfth 0.3798-0.8410 july twenty -0.1307-0.6649 june eleventh 0.0787-0.6649 june twenty -0.1461-0.8410 march third 0.5559-0.8410 march twentieth 0.0787-0.8410 march twenty -0.1611-0.8410 may nineteen -0.1461-0.8410 may ninth -0.0615-0.8410 may twenty -0.1611-0.4167 nine </s> 1.3158-1.4528 nine eight -0.1022-2.2027 nine eighty 0.0252-2.2027 nine fifty -0.1059-1.1038 nine five 0.3683-2.2027 nine forty -0.0958-2.2027 nine four -0.1554-2.2027 nine nine 0.0424-2.2027 nine nineteen 0.3769-2.2027 nine of -0.0615-2.2027 nine oh -0.1561-1.4528 nine one -0.0194-2.2027 nine seven -0.1434-2.2027 nine seventy -0.1122-1.1038 nine six -0.2538-2.2027 nine sixty -0.1335-2.2027 nine thirty -0.1568-1.1922 nine three -0.1571-2.2027 nine twenty -0.1461-1.1922 nine two -0.2123-2.2027 nine zero 0.0283-1.3210 nineteen fifty -0.4438-1.3210 nineteen forty -0.4277-1.0910 nineteen seventy -0.5461-0.1460 nineteen sixty 0.0325-1.8410 nineteen twenty -0.0980-0.9659 ninety eight -0.1620-0.9659 ninety five -0.0690-0.9659 ninety four -0.0473-0.9659 ninety six -0.0279-0.6649 ninth of -0.0615-0.6649 ninth sixty -0.1491-0.0157 no </s> 1.5430-0.8410 october first 0.5559-0.8410 october thirtieth 0.5559-0.8410 october twenty -0.1461-0.6649 of september -0.1281-0.6649 of sixty -0.1254-1.1015 oh </s> 2.0482-0.7736 oh eight 0.0301-1.1015 oh five -0.2596-1.3621 oh four -0.2811-2.1121 oh nine -0.1318-1.5921 oh oh -0.0334-1.1015 oh one 0.0467-1.2126 oh seven 0.2109-0.7298 oh six -0.1487-1.2126 oh three 0.1195-1.0132 oh two -0.0427-0.8187 one </s> 1.1789-1.5718 one eight 0.0236-2.7441 one eleven -0.1177-2.7441 one fifteen 0.0252-1.8446 one fifty -0.1254-0.5324 one five -0.1636-2.7441 one forty -0.1267-1.4542 one four -0.3302-2.7441 one hundred -0.0615-1.5091 one nine 0.1590-2.7441 one ninety -0.1177-1.3618 one oh 0.1516-1.7336 one one 0.1200-1.0917 one seven -0.3762-1.5718 one six -0.0653-2.7441 one sixteen -0.0998-1.9941 one sixty -0.0929-2.2241 one ten -0.2444-2.2241 one thirty -0.3456-2.2241 one thousand -0.1865-1.2521 one three -0.6043-2.2241 one twenty -0.1395-0.9922 one two -0.2630-1.7336 one zero -0.0037-0.0147 repeat </s> 1.5167-0.1449 second nineteen 0.0758-1.0629 september fifteenth 0.3798-1.0629 september first 0.5559-1.0629 september nineteen 0.3769-1.0629 september sixth 0.0787-1.0629 september twenty -0.1611-0.3103 seven </s> 1.0482-1.2693 seven eight -0.0625-2.3682 seven fifteen -0.1177-2.3682 seven fifty -0.1247-1.6182 seven five 0.0937-1.8482 seven forty -0.3968-1.8482 seven four 0.0571-1.8482 seven fourteen 0.0613-2.3682 seven may -0.0998-1.3577 seven nine -0.1437-1.4687 seven oh -0.1205-1.4687 seven one -0.0573-1.8482 seven seven 0.1455-2.3682 seven seventeen 0.1146-1.8482 seven six -0.1027-1.8482 seven sixty -0.1053-2.3682 seven ten 0.0566-1.8482 seven thirty -0.0624-1.6182 seven three -0.1098-2.3682 seven twenty -0.1307-1.2693 seven two 0.2526-0.3210 seventeen fifty -0.0564-0.8410 seventeen thirty -0.1568-0.3639 seventh nineteen 0.3769-0.6931 seventy </s> 2.2700-1.4431 seventy eight -0.0160-0.3442 seventy one -0.8740-0.9230 seventy two -0.3882-0.5612 six </s> 1.1908-0.7408 six eight -0.2361-1.3756 six five -0.2011-2.4745 six forty -0.1267-1.2394 six four -0.1567-1.5750 six nine 0.0319-1.3756 six oh 0.1244-1.3022 six one 0.1994-1.5750 six seven 0.0815-2.4745 six seventeen -0.0998-1.1360 six six 0.0642-2.4745 six sixteen 0.1146-1.9545 six sixty -0.0314-1.9545 six thirty -0.0305-1.1846 six three 0.1097-2.4745 six twenty -0.1307-1.3756 six two -0.0103-2.4745 six zero -0.1428-0.8410 sixteen forty -0.1555-0.3210 sixteen sixty -0.0212-0.3639 sixteenth nineteen 0.3769-0.3639 sixth nineteen 0.3769-1.0358 sixty </s> 1.9690-1.1242 sixty eight -0.7150-2.1347 sixty fifty -0.1247-1.1242 sixty five -0.7680-1.2352 sixty four -0.6494-0.7127 sixty nine -1.0368-1.0358 sixty one -0.8740-0.7962 sixty seven -0.5708-1.6147 sixty six -0.3290-1.1242 sixty three -0.7095-1.3848 sixty two -0.2599-0.0230 start </s> 1.7057-0.0157 stop </s> 1.5430-0.3947 ten </s> 2.0482-1.4053 ten one -0.1630-1.4053 ten seventy 0.0944-1.4053 ten sixty -0.0739-1.4053 ten thirty -0.0446-1.4053 ten twelve -0.1433-1.4053 ten twenty -0.0980-0.0910 third nineteen 0.2233-0.0910 thirtieth nineteen -0.1002-0.8692 thirty </s> 2.2700-1.0991 thirty eight -0.0030-1.6192 thirty five -0.0690-0.6086 thirty one -0.3050-1.6192 thirty seven 0.1246-1.6192 thirty six -0.0279-1.6192 thirty sixty -0.1335-1.6192 thirty three -0.0106-0.8692 thirty two -0.2599-0.3210 thousand </s> 2.4461-0.8410 thousand eight -0.1658-0.5184 three </s> 1.2286-1.2944 three eight -0.2372-2.3933 three eighty -0.1177-2.3933 three eleven -0.1177-1.2944 three five -0.0871-1.8733 three forty -0.0817-1.3827 three four 0.0952-2.3933 three fourteen 0.0180-1.6433 three nine -0.0744-1.3827 three oh 0.1521-1.2944 three one 0.1476-1.6433 three seven -0.1159-2.3933 three seventy 0.0944-1.2944 three six 0.1843-1.8733 three sixty -0.0967-1.2210 three three 0.0675-2.3933 three twelve -0.1433-1.6433 three twenty -0.0463-0.9712 three two -0.3500-1.6433 three zero 0.2607-0.1449 twelfth nineteen 0.0758-1.2670 twelve fifty -0.1059-1.2670 twelve four -0.1624-1.2670 twelve nine -0.1647-1.2670 twelve nineteen 0.3769-1.2670 twelve sixty -0.0917-1.2670 twelve ten -0.1500-0.7470 twelve twenty -0.1238-0.3639 twentieth nineteen -0.1307-1.8410 twenty </s> 2.7471-0.8305 twenty eight -0.2170-1.8410 twenty fifth 0.0787-1.8410 twenty first 0.5559-1.3210 twenty four -0.1609-1.8410 twenty fourth 0.0787-1.0910 twenty nine 0.0513-1.3210 twenty one -0.0885-1.3210 twenty second 0.0787-1.3210 twenty seven 0.1368-1.8410 twenty seventh 0.0787-1.0910 twenty six -0.0192-1.3210 twenty third 0.2548-1.3210 twenty three -0.0021-1.3210 twenty two -0.0838-0.7731 two </s> 1.1673-1.4752 two eight -0.0344-2.7102 two fifteen -0.1177-1.3280 two five 0.2244-1.1579 two four -0.4116-1.5380 two nine 0.0807-1.3280 two oh 0.2092-0.6703 two one -0.0883-1.3717 two seven 0.1181-0.9955 two six -0.5590-2.7102 two ten 0.0566-2.1902 two thirty -0.3456-1.2882 two three -0.0961-2.1902 two twenty -0.1075-0.9410 two two 0.4991-1.6113 two zero -0.0403-0.0119 yes </s> 1.4249-0.4403 zero </s> 1.7471-1.7789 zero eight -0.1389-1.7789 zero five -0.1580-1.7789 zero four -0.0906-1.2588 zero one -0.3176-1.2588 zero seven 0.1636-0.6800 zero six -0.0858-1.2588 zero two -0.0644-1.7789 zero zero -0.0656⌨️ 快捷键说明
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