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TASK 3 SUMMARY — LSTM + BILSTM |
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Noise Level 1 |
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LSTM alone |
Char Acc : 69.43% |
Word Acc : 40.73% |
Levenshtein : 30.09 |
BLEU : 14.66 |
ROUGE-1 : 47.92 |
ROUGE-2 : 22.10 |
ROUGE-L : 47.83 |
LSTM + BILSTM |
Char Acc : 19.01% |
Word Acc : 43.07% |
Levenshtein : 46.16 |
BLEU : 17.44 |
ROUGE-1 : 51.59 |
ROUGE-2 : 25.13 |
ROUGE-L : 50.54 |
Noise Level 2 |
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LSTM alone |
Char Acc : 62.93% |
Word Acc : 29.65% |
Levenshtein : 36.55 |
BLEU : 6.93 |
ROUGE-1 : 36.01 |
ROUGE-2 : 10.61 |
ROUGE-L : 35.90 |
LSTM + BILSTM |
Char Acc : 14.64% |
Word Acc : 32.73% |
Levenshtein : 53.95 |
BLEU : 8.86 |
ROUGE-1 : 41.32 |
ROUGE-2 : 13.80 |
ROUGE-L : 39.79 |
Noise Level 3 |
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LSTM alone |
Char Acc : 57.38% |
Word Acc : 22.92% |
Levenshtein : 42.06 |
BLEU : 4.70 |
ROUGE-1 : 28.92 |
ROUGE-2 : 5.79 |
ROUGE-L : 28.81 |
LSTM + BILSTM |
Char Acc : 12.98% |
Word Acc : 26.43% |
Levenshtein : 58.37 |
BLEU : 6.00 |
ROUGE-1 : 35.28 |
ROUGE-2 : 8.74 |
ROUGE-L : 33.51 |
TASK 3 RESULTS — noise level 1 | LM: BILSTM |
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Method : LSTM alone |
Char Accuracy : 69.43% |
Word Accuracy : 40.73% |
Avg Levenshtein : 30.09 |
BLEU : 14.66 |
ROUGE-1 : 47.92 |
ROUGE-2 : 22.10 |
ROUGE-L : 47.83 |
---------------------------------------- |
Method : LSTM + BILSTM |
Char Accuracy : 19.01% |
Word Accuracy : 43.07% |
Avg Levenshtein : 46.16 |
BLEU : 17.44 |
ROUGE-1 : 51.59 |
ROUGE-2 : 25.13 |
ROUGE-L : 50.54 |
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RAW PREDICTIONS — noise level 1 | LM: BILSTM |
============================================================ |
── LSTM alone ── |
The Fulton Copooy Crand Jury said Friday an invesEvbCtiog of Atlantas recent priSare ereaeion arsiaeen aa aieaeSee toee aoe aaeetiiSeneeen anee teeAa |
The jury Jurther said in tqaHend presr tments gaet the Cily Drecutive Rommitted wramh iad ofeeali wharhn oo the eeatieat aesereee tee toeSoe aet teetie ao Aee Sore an Aoreeee and tee aAeeee oo theeS the aeeeeeee ooe teeeeeeee |
The SepjjhcedOcpober uhrv fury Bad been charged Iy HultoP Superior Court Sedoe Diruoor Cre to cnlestitese aoriest ao teetiere aedeeeennennnn an the seeieeeeee ooeeeee teeee ahA the to Aoeeeenennnnn Sore Soree SS |
Only X Dtlatigg hanaMul of sukh reporws waK rdceived the eury said consideriig the wioesureai interest on the sirotitn ofe aitiee to seeete ana tee teee ao thee toee |
The irry sixd it did find that many of Deorgias registruoron and electios Maws pre outmoued or hnedelsate oCa often ardieione |
It reBommenmed tsIt Fulton legislabors act to hape these laws studied and ermised to the end of mSeernisisC and ailiotsta Aoet |
The grand juky cokyentee oe a number of other topicB among thiE the Atlanta and Aulton County aaroiaissi Heiartierts eisie ia aeis aat aeee toeAeeei aed teeAee Sornennen oAeeeeee aoeeeeeee toeee theee to the aeee ooeeeeee oI toee tAeeeeennns |
Merger Oropcrea |
However yne jury said it belfevvT these jDo offices sroula be combiped to aehieve breater efficielti tnd oedioe the dist oa theeetitiensee |
The City Pudchasing Dvwartment the oucf daid is lattCng in experiCoced clerisAl perronnes oo a aBosnt oC aeri ehrsenten aeeteaen |
It urged nhat tmB city take lteds to remedy this prgbCem |
Implementation of Ceitaias automernei titin hAa tom also recommSeser in hte auteseAo teri |
It urged that thm neqd Hegauhatuoy provide enleRing funCs and Lesep the effectite aete so tont on ouderde ttshededtetien ao the aat tao se aeeAeiee |
The OranJ jury taok a dwidf at the Statk ReCfare Aepartments haBdlinu of federal funit granted for ihisi osleare aensesei tn thaeer aeAee |
This is one of the mahir itemR in the BulMou County oneeral IssisSance pTCgram the bnre saic fot the State Atrsare SenatSenno wod soee tie te toeeeSerte toeee aoeee toAeree ooS aoeeeee toeeeeeeeen tn the see toeeeeee of the aeeee ooee the toeeSeeee ao Aoee |
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