a227084cc6409d16d1a18d6224b6b8407a50be74
nn, trigram, predict from next two tokens neural-network trigram
- challenge
- Challenging America word-gap prediction
- submitter
- Kamil Guttmann
- submitted
- 2023-05-09 17:59:41.622007 UTC
- original repo
https://git.wmi.amu.edu.pl/s444380/challenging-america-word-gap-prediction/ branchmaster- publicly available at
git://gonito.net/challenging-america-word-gap-prediction/ branchsubmission-08478- browsable at
- https://gonito.net/gitlist/challenging-america-word-gap-prediction.git/submission-08478/
- clone by
git clone --single-branch git://gonito.net/challenging-america-word-gap-prediction -b submission-08478- file basename
- out-hidden_size=2048,embed_size=256
| Parameter | Value |
|---|---|
| batch-size | 5000 |
| embed-size | 100 |
| embed_size | 256 |
| epochs | 1 |
| hidden_size | 2048 |
| topk | 150 |
| vocab-size | 20000 |
test-A / 70475bd876b66b8ee4c54940442e0e91cdcde447
| Metric | Score |
|---|---|
| PerplexityHashed | 275.80 |
dev-0 / ed52a9b194612639a4665c9f771a23c98789450b
| Metric | Score |
|---|---|
| PerplexityHashed | 250.85 |
worst items
note: the gold standard is taken from the submission itself, not from the challenge data!| # | input | expected output | actual output | test-A PerplexityHashed |
|---|---|---|---|---|
| 1 | a8ff5ec194533f00737e94e8b450efa4 THE WICHITA CITY EAGLE ChronAm 1872.9467212798522 37.692236 -97.337545 iu developing the diamond mines. Ar-… | .New | New:0.9525485038757324 in\nNew:0.0023361588828265667 from\nNew:0.0019228330347687006 Now:0.0017411961453035474 the:0.001673196442425251 at:0… | 48233.23 |
| 2 | c18dd7dfa324a019b90408bf777e20ba RICHMOND ENQUIRER ChronAm 1817.160273940893 37.538509 -77.43428 heretofore regarded, ought not to protect\n… | Tim | the:0.6641063094139099 with\nthe:0.03751755133271217 his:0.02680492028594017 tho:0.0257186908274889 their:0.019162505865097046 a:0.015558148… | 23380.67 |
| 3 | c7d5c9838b440f742e848afe3d56e1f0 RICHMOND ENQUIRER ChronAm 1848.5833333017101 37.538509 -77.43428 dishonest one. Devotion to tho Union, rega… | honest | a:0.6736713647842407 the:0.07800882309675217 this:0.07264748215675354 The:0.013110604137182236 A:0.01172079611569643 our:0.01029021013528108… | 23330.22 |
| 4 | 09a8583eadfe57e83a23abd50095e4e1 ARIZONA REPUBLICAN ChronAm 1917.2671232559615 33.448587 -112.077346 Seldom it is indeed that realty deal-\n… | past | a:0.8268260955810547 the:0.03241255134344101 A:0.023963937535881996 happy:0.0032279156148433685 The:0.0029925100971013308 bridal:0.002516711… | 22958.97 |
| 5 | 570fb4d1af50f832aff0376b25d0f68c RICHMOND ENQUIRER ChronAm 1819.741095858701 37.538509 -77.43428 ropled, had not the Prossianjrovcrumeiit\ns… | spread, | to:0.35214871168136597 will:0.17804235219955444 shall:0.09514126926660538 not:0.04279802739620209 and:0.03154653683304787 can:0.031126501038… | 22320.32 |
| 6 | ca1d62eedc9a2d6919518631cebf3524 RICHMOND ENQUIRER ChronAm 1848.8483606241145 37.538509 -77.43428 Of cultivated fruits, te apple, peach, che… | Various | all:0.6967568397521973 other:0.0305279940366745 various:0.0242173969745636 different:0.022729797288775444 many:0.015843134373426437 two:0.01… | 18661.36 |
| 7 | 565ec5bf9f9328ebfce865e68484332d THE MINERS ChronAm 1852.132513629579 42.500622 -90.664797 sensibly alive to the spirit of improvein"nt that… | Uni'ed | United:0.623433530330658 the\nUnited:0.07576344907283783 the:0.04956996813416481 Southern:0.01960482820868492 other:0.0195635873824358 Confe… | 18095.01 |
| 8 | 683b869650d3394dfbc1530e35504f93 RICHMOND ENQUIRER ChronAm 1830.0999999682901 37.538509 -77.43428 New Hampshire i* emphatically an Agricultu… | '.lie | each:0.48392781615257263 the:0.2494223415851593 this:0.02593471296131611 any:0.018671512603759766 a:0.01658417098224163 tho:0.00777102541178… | 17647.88 |
| 9 | 280e9690e59c112f886e57f7e2c16716 EVENING CAPITAL ChronAm 1901.37397257103 38.97864 -76.492786 Suction i. Be it established and ordained by\n… | negligently | not:0.27221575379371643 to:0.24950595200061798 will:0.05586769059300423 never:0.03740827366709709 would:0.03030836395919323 or:0.02106611430… | 17402.13 |
| 10 | 74b0124591ed76ae026ad4adae58a5b9 THE NEW NORTH-WEST ChronAm 1878.028767091578 46.395761 -112.730038 Victor Emanuel, IL.;King of Italy, died\… | finances, | take:0.37832877039909363 to\ntake:0.20603467524051666 the:0.12524007260799408 taken:0.024211790412664413 taking:0.019461266696453094 takes:0… | 17155.10 |
| 11 | 09bd6e031f2665e0c377cca00d1dc274 RICHMOND ENQUIRER ChronAm 1842.278082160071 37.538509 -77.43428 poor children ol ihc stale, end hsd thai ft… | llie | the:0.6671677827835083 a:0.0337783582508564 The:0.029693201184272766 tho:0.024698849767446518 to\nthe:0.015936478972434998 tbe:0.00963615626… | 17007.16 |
| 12 | 04ce38b5c98ba8fd87d85459089bba02 COURIER DEMOCRAT ChronAm 1913.2342465436327 48.76059 -98.367824 record m the office of the Register of Deed… | Per | per:0.7941023111343384 a:0.06077972427010536 one:0.008417400531470776 pur:0.003023205092176795 the:0.0026381544303148985 por:0.0022116608452… | 16533.35 |
| 13 | 65fa444b2bc14f11927784dc196c0c84 RICHMOND ENQUIRER ChronAm 1823.9246575025368 37.538509 -77.43428 variety of opinion seemed to he entertaine… | embarrassing | in:0.4353383183479309 the:0.206814244389534 a:0.08890119194984436 In:0.05179247260093689 this:0.00930714886635542 The:0.008438235148787498 t… | 15450.57 |
| 14 | 1cdc5580af7500ac6e28524b0997808f EVENING CAPITAL ChronAm 1904.0204917716555 38.97864 -76.492786 We fully conour in all that is said\nabout t… | ern | the:0.509700357913971 this:0.15481233596801758 a:0.02800649031996727 tho:0.02069159597158432 said:0.02062806487083435 that:0.017774842679500… | 14639.54 |
| 15 | 01863b5f79c051dfbc37144c66e49687 THE CLOVIS NEWS ChronAm 1916.457650241601 34.244206 -103.259695 "Much money and valuable time\nlost each ye… | least | can:0.18089711666107178 cannot:0.17950500547885895 will:0.08334407955408096 not:0.058254025876522064 can't:0.04087914898991585 to:0.03310772… | 14053.21 |
| 16 | 51c6e9116830cef76c337d98d45de66f RICHMOND ENQUIRER ChronAm 1824.4057376732949 37.538509 -77.43428 Your memorialists are no disorganizes.— We… | n| | the:0.4333832561969757 at:0.09923610091209412 to:0.04681543633341789 tho:0.02266225963830948 The:0.02264934964478016 At:0.01570100337266922 … | 13974.52 |
| 17 | 3d2ff78c606567b750f806145da3f1c9 RICHMOND ENQUIRER ChronAm 1844.252732208814 37.538509 -77.43428 I'NIO.V LEVEL FOR SALE.By virtue of a Deed … | ciibs, | a:0.700369656085968 the:0.08953211456537247 tine:0.023489436134696007 n:0.004749316722154617 tho:0.004640763625502586 in\nthe:0.004436702001… | 13868.35 |
| 18 | 231304b8db3352941a9364b15125e98a RICHMOND ENQUIRER ChronAm 1837.1136985984272 37.538509 -77.43428 Pennsylvania, and two memorials from sixty… | sober | a:0.4982549846172333 the:0.06934669613838196 very:0.0442824587225914 of:0.02381030097603798 no:0.020353496074676514 in:0.019281815737485886 … | 13732.58 |
| 19 | 387669e33f42ff79f78ed1772d6b00ba ARIZONA REPUBLICAN ChronAm 1916.8975409519835 33.448587 -112.077346 he has been illustrating an issue or so… | day | his:0.17032156884670258 the:0.13112393021583557 their:0.10428132116794586 its:0.08532995730638504 a:0.03750095143914223 half:0.0340292006731… | 13696.21 |
| 20 | 25b3446d846abfdc133ac2dfba763c20 RICHMOND ENQUIRER ChronAm 1844.547814176027 37.538509 -77.43428 Now, gentlemen, I appeal t»you to say whe¬\… | othci | no:0.1587057113647461 the:0.08823154866695404 their:0.07834449410438538 its:0.0632663145661354 any:0.05241551622748375 this:0.03923315927386… | 13612.87 |
| 21 | 85ffdb2e4dcbe45e8afb38cea4f8bd2e RICHMOND ENQUIRER ChronAm 1843.1794520230847 37.538509 -77.43428 Iplace of Ihe Convention, which wc iinvc n… | propose | the:0.18335898220539093 same:0.10709255933761597 a:0.10407751053571701 some:0.09081672877073288 this:0.034261446446180344 long:0.02987797930… | 13072.86 |
| 22 | 652560831154b2d8355817501a614ebb CHERAW GAZETTE ChronAm 1836.8538251049888 34.697656 -79.883397 The advantage to the Company is, that all th… | uniform | a:0.6109064221382141 the:0.052182480692863464 long:0.020904172211885452 A:0.013011815957725048 n:0.011305741034448147 The:0.0083511518314480… | 13002.71 |
| 23 | 01e471e79bf58c6c69ef5bb2258fb719 THE JASPER WEEKLY COURIER ChronAm 1920.6543715530763 38.391448 -86.930874 ticles Light, he has been tola, i… | only | the:0.39912867546081543 this:0.21869410574436188 a:0.04583945870399475 tho:0.016718095168471336 The:0.014471728354692459 of:0.01394080277532… | 12944.44 |
| 24 | 1ec07f721bf555f6854748942e7fd119 WATERBURY EVENING DEMOCRAT ChronAm 1894.9438355847285 41.558153 -73.051497 aiter invitations."\nDirectly ev… | asa | a:0.5586043000221252 no:0.0829477533698082 been\na:0.059672195464372635 the:0.016305366531014442 and:0.014195235446095467 stone:0.0135634150… | 11911.73 |
| 25 | 25dea8c35ddfa304c8c5592bb882ccc3 RICHMOND ENQUIRER ChronAm 1855.4260273655505 37.538509 -77.43428 vor.common , however, only in free society… | exciting | the:0.243736132979393 of:0.16284231841564178 a:0.06439732760190964 in:0.022142022848129272 and:0.02082756534218788 The:0.02009635977447033 t… | 11764.71 |
| 26 | 21a4004987635d163f83641f4f115d48 THE DICKINSON PRESS ChronAm 1897.905479420345 46.879176 -102.789624 Ill Groceries\n» We carry a full and co… | bs | be:0.3610605299472809 is:0.043301939964294434 was:0.04098332300782204 he:0.03910277038812637 being:0.03803330287337303 been:0.03502641990780… | 11532.79 |
| 27 | 36757a12c376d999c6af2726c1118cea RAFTSMAN'S JOURNAL ChronAm 1864.1871584383223 41.02728 -78.439188 "The undersigned, who, by original ap-\np… | inthe | the:0.38515135645866394 of:0.09831516444683075 and:0.048924945294857025 a:0.023196782916784286 The:0.018517719581723213 in:0.014331154525279… | 11487.74 |
| 28 | 1b673f76aec7678b0cd15c65ad53d0fb MARYLAND FREE PRESS ChronAm 1866.891780790208 39.600652 -77.820551 the same when he gave the deg the bread.… | strange | a:0.4784386157989502 the:0.0754551962018013 young:0.026135267689824104 any:0.016207341104745865 old:0.015095527283847332 one:0.0135203264653… | 11337.72 |
| 29 | 9e1026b667f2c5e7cdec91f9a92f0159 RICHMOND ENQUIRER ChronAm 1863.6178081874682 37.538509 -77.43428 private co.,'8th Alabama, wound of\nface a… | Ga, | a:0.4000581204891205 the:0.039154112339019775 and:0.03204575553536415 with:0.02321365289390087 as:0.021559320390224457 very:0.02150879986584… | 11202.27 |
| 30 | 01d9569cbcd2223123f74870a51f06f0 THE ELKO INDEPENDENT ChronAm 1870.9602739408929 40.832421 -115.763123 Giuu, of the Uuionvillo Silver State,… | inculcate | the:0.19185850024223328 a:0.12932036817073822 of:0.08711518347263336 and:0.04660286754369736 to:0.027845246717333794 his:0.02480890788137912… | 11072.36 |
| 31 | 1983af628640aa90fa6c41edb51a3d4f THE NEVADA JOURNAL ChronAm 1859.4205479134957 39.261561 -121.016059 trutcl.es he does some awkward tumb-\nl… | true | the:0.19185850024223328 a:0.12932036817073822 of:0.08711518347263336 and:0.04660286754369736 to:0.027845246717333794 his:0.02480890788137912… | 11072.36 |
| 32 | 7d13f02601dfcc8ad2ccffe4850e9ffe RICHMOND ENQUIRER ChronAm 1834.9684931189752 37.538509 -77.43428 In the month of September, the people of P… | he | a:0.3666064739227295 the:0.1877157837152481 large:0.056166909635066986 The:0.016452230513095856 great:0.015773067250847816 A:0.0129119502380… | 10900.40 |
| 33 | 172488dbf89bf8d27e613d36abadbccd THE DAILY ARGUS ChronAm 1876.4959016077212 41.509477 -90.578748 Gentlemen of the Jackson Corps: I\ncordiall… | No | the:0.28110426664352417 a:0.1591343879699707 this:0.11551705747842789 of\nthe:0.03217656537890434 that:0.01820550300180912 The:0.01341951359… | 10835.51 |
| 34 | 655bb88ab6b488a4de4124dab36ec53e RICHMOND ENQUIRER ChronAm 1849.215068461441 37.538509 -77.43428 Died,at his residence, near Moiiile, on the… | (he | the:0.6520411968231201 tho:0.04355170577764511 of\nthe:0.02193428762257099 The:0.02071225829422474 a:0.018290892243385315 at\nthe:0.01377109… | 10813.72 |
| 35 | 29a1ed495df2bfb07e6e8d54350e6f2c ARIZONA REPUBLICAN ChronAm 1917.4616438039066 33.448587 -112.077346 "We must enter a period of sacrifice\nf… | port | a:0.40897393226623535 the:0.17331847548484802 no:0.023155104368925095 The:0.0140710873529315 A:0.010795755311846733 tho:0.0105785196647048 a… | 10765.07 |
| 36 | af94b0368db419deda434402e9d8a294 NATIONAL OPINION ChronAm 1872.7964480558085 43.994599 -72.127742 tionately developed, while tne other te\nm… | mi | an:0.12592975795269012 most:0.05978229641914368 the:0.05666683241724968 of:0.04457351937890053 moderately:0.034917306154966354 and:0.0322547… | 10673.06 |
| 37 | 05f7063884d8fe1747d108492be7fad3 ARIZONA REPUBLICAN ChronAm 1898.3712328450026 33.448587 -112.077346 mail from other countries is cut off.\n… | however, | the:0.2969356179237366 a:0.06650284677743912 of:0.03971036896109581 The:0.03755924850702286 by:0.037297122180461884 and:0.02129136025905609 … | 10487.97 |
| 38 | 1eaf6eb3e8f56d778dac66eeb9ae2519 THE MEMPHIS APPEAL ChronAm 1886.3794520230847 35.149022 -90.051628 excited and in a hurry. This was not\nso… | had | the:0.6885198950767517 tho:0.021559085696935654 The:0.019425343722105026 a:0.014897712506353855 in\nthe:0.013985893689095974 tbe:0.008167027… | 10479.88 |
| 39 | 251317d292f05525e54d358c2bcb4742 THE HARTFORD REPUBLICAN ChronAm 1910.478082160071 37.451159 -86.90916 And the evening and morning we\nthe t… | each | a:0.48451662063598633 the:0.16329018771648407 critical:0.030996480956673622 this:0.010891617275774479 that:0.00955256074666977 long:0.009521… | 10472.11 |
| 40 | 25082503937a90dda9ee82b325ae13e4 THE WYANDOT PIONEER ChronAm 1867.1219177765095 40.827279 -83.281309 A New autl Grand Epoch in Med-\nicine. … | solute | the:0.325996071100235 no:0.23428086936473846 a:0.033825118094682693 of:0.025931982323527336 The:0.016292110085487366 his:0.01292448863387107… | 10422.16 |