Download results/normalization.json from eminesener/normalization: direct link, hf CLI and curl.
- Browser
- Download file 10 kB
-
https://huggingface.co/datasets/eminesener/normalization/resolve/main/results/normalization.json
- Command line
-
hf download hf://datasets/eminesener/normalization/results/normalization.json
-
curl -L -o normalization.json https://huggingface.co/datasets/eminesener/normalization/resolve/main/results/normalization.json
10 kB
| { | |
| "settings": { | |
| "mixed_ratio": 20.0, | |
| "clean_ratio": 1000.0, | |
| "proper_ratio": 20.0, | |
| "noisy_oov_rate": 0.1, | |
| "lexicon_ratio": 100.0 | |
| }, | |
| "lexicon_entries": 550, | |
| "dev": { | |
| "boun_none": { | |
| "tokens": 12023, | |
| "accuracy": 0.9925975214172835, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0, | |
| "accuracy_case_insensitive": 0.9982533477501455, | |
| "changed_precision": 0.0, | |
| "changed_recall": 0.0, | |
| "changed_f1": 0.0 | |
| }, | |
| "boun_ascii": { | |
| "tokens": 12023, | |
| "accuracy": 0.9800382600016635, | |
| "baseline_leave_as_is": 0.6262995924478084, | |
| "err": 0.9465835744491431, | |
| "accuracy_case_insensitive": 0.9871912168344007, | |
| "changed_precision": 0.9586557594516913, | |
| "changed_recall": 0.9650567549521478, | |
| "changed_f1": 0.9618456078083407 | |
| }, | |
| "boun_upper": { | |
| "tokens": 12023, | |
| "accuracy": 0.95284038925393, | |
| "baseline_leave_as_is": 0.18872161690093986, | |
| "err": 0.9418700020504408, | |
| "accuracy_case_insensitive": 0.9975047825002079, | |
| "changed_precision": 0.9442458899213724, | |
| "changed_recall": 0.9480213245847857, | |
| "changed_f1": 0.9461298408963013 | |
| }, | |
| "social_cv5": { | |
| "tokens": 6443, | |
| "accuracy": 0.8252366909824616, | |
| "baseline_leave_as_is": 0.6326245537792954, | |
| "err": 0.5242923531896915, | |
| "accuracy_case_insensitive": 0.8744373738941487, | |
| "changed_precision": 0.8176139912554653, | |
| "changed_recall": 0.5530207013096747, | |
| "changed_f1": 0.6597782258064516 | |
| } | |
| }, | |
| "test": { | |
| "boun_none": { | |
| "tokens": 12015, | |
| "accuracy": 0.9955888472742406, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0, | |
| "accuracy_case_insensitive": 0.9985851019558885, | |
| "changed_precision": 0.0, | |
| "changed_recall": 0.0, | |
| "changed_f1": 0.0, | |
| "by_genre": { | |
| "bio": { | |
| "tokens": 2180, | |
| "accuracy": 0.9990825688073395, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0 | |
| }, | |
| "ess": { | |
| "tokens": 2681, | |
| "accuracy": 0.9951510630361805, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0 | |
| }, | |
| "ins": { | |
| "tokens": 1984, | |
| "accuracy": 0.9929435483870968, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0 | |
| }, | |
| "news": { | |
| "tokens": 2971, | |
| "accuracy": 0.994614607876136, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0 | |
| }, | |
| "pop": { | |
| "tokens": 2199, | |
| "accuracy": 0.9963619827194179, | |
| "baseline_leave_as_is": 1.0, | |
| "err": 0.0 | |
| } | |
| } | |
| }, | |
| "boun_ascii": { | |
| "tokens": 12015, | |
| "accuracy": 0.9826883062838119, | |
| "baseline_leave_as_is": 0.6201414898044112, | |
| "err": 0.9544259421560035, | |
| "accuracy_case_insensitive": 0.9867665418227216, | |
| "changed_precision": 0.9698834908771159, | |
| "changed_recall": 0.9666958808063103, | |
| "changed_f1": 0.9682870624382749, | |
| "by_genre": { | |
| "bio": { | |
| "tokens": 2180, | |
| "accuracy": 0.9834862385321101, | |
| "baseline_leave_as_is": 0.6137614678899083, | |
| "err": 0.9572446555819477 | |
| }, | |
| "ess": { | |
| "tokens": 2681, | |
| "accuracy": 0.9809772472957852, | |
| "baseline_leave_as_is": 0.628496829541216, | |
| "err": 0.9487951807228916 | |
| }, | |
| "ins": { | |
| "tokens": 1984, | |
| "accuracy": 0.9798387096774194, | |
| "baseline_leave_as_is": 0.608366935483871, | |
| "err": 0.9485199485199485 | |
| }, | |
| "news": { | |
| "tokens": 2971, | |
| "accuracy": 0.9868731066980815, | |
| "baseline_leave_as_is": 0.6109054190508246, | |
| "err": 0.9662629757785467 | |
| }, | |
| "pop": { | |
| "tokens": 2199, | |
| "accuracy": 0.9809004092769441, | |
| "baseline_leave_as_is": 0.639381537062301, | |
| "err": 0.9470365699873896 | |
| } | |
| } | |
| }, | |
| "boun_upper": { | |
| "tokens": 12015, | |
| "accuracy": 0.9564710778193924, | |
| "baseline_leave_as_is": 0.18593424885559717, | |
| "err": 0.9465289847663838, | |
| "accuracy_case_insensitive": 0.9970869746150645, | |
| "changed_precision": 0.9498006338820162, | |
| "changed_recall": 0.9498006338820162, | |
| "changed_f1": 0.9498006338820162, | |
| "by_genre": { | |
| "bio": { | |
| "tokens": 2180, | |
| "accuracy": 0.9591743119266055, | |
| "baseline_leave_as_is": 0.18440366972477065, | |
| "err": 0.9499437570303711 | |
| }, | |
| "ess": { | |
| "tokens": 2681, | |
| "accuracy": 0.9727713539723983, | |
| "baseline_leave_as_is": 0.18798955613577023, | |
| "err": 0.9664676159853008 | |
| }, | |
| "ins": { | |
| "tokens": 1984, | |
| "accuracy": 0.9627016129032258, | |
| "baseline_leave_as_is": 0.19102822580645162, | |
| "err": 0.9538940809968848 | |
| }, | |
| "news": { | |
| "tokens": 2971, | |
| "accuracy": 0.9279703803433188, | |
| "baseline_leave_as_is": 0.17502524402558062, | |
| "err": 0.9126886984904121 | |
| }, | |
| "pop": { | |
| "tokens": 2199, | |
| "accuracy": 0.9668030923146885, | |
| "baseline_leave_as_is": 0.19508867667121418, | |
| "err": 0.9587570621468926 | |
| } | |
| } | |
| }, | |
| "social": { | |
| "tokens": 1639, | |
| "accuracy": 0.8047589993898718, | |
| "baseline_leave_as_is": 0.6400244051250763, | |
| "err": 0.4576271186440678, | |
| "accuracy_case_insensitive": 0.8529591214154972, | |
| "changed_precision": 0.7774725274725275, | |
| "changed_recall": 0.47966101694915253, | |
| "changed_f1": 0.5932914046121593, | |
| "by_category": { | |
| "diacritics(+case)": { | |
| "needed": 196, | |
| "accuracy": 0.7908163265306123 | |
| }, | |
| "lexical": { | |
| "needed": 168, | |
| "accuracy": 0.18452380952380953 | |
| }, | |
| "case": { | |
| "needed": 137, | |
| "accuracy": 0.4890510948905109 | |
| }, | |
| "split": { | |
| "needed": 46, | |
| "accuracy": 0.3695652173913043 | |
| }, | |
| "merge": { | |
| "needed": 22, | |
| "accuracy": 0.0 | |
| }, | |
| "apostrophe": { | |
| "needed": 21, | |
| "accuracy": 0.6190476190476191 | |
| } | |
| }, | |
| "top_errors": [ | |
| "inşaALLAH -> inşaallah (gold inşallah)", | |
| "gardaşım -> gardaşım (gold kardeşim)", | |
| "koç -> koç (gold Koç)", | |
| "favlamis -> favlamis (gold favlamış)", | |
| "Rabbim -> Rabbim (gold rabbim)", | |
| "e -> e (gold )", | |
| "pesdiyorum -> pes diyorum (gold pesdiyorum)", | |
| "kullanıcı -> kullanıcı (gold Kullanıcı)", | |
| "bekarim -> bekarim (gold bekarım)", | |
| "k -> k (gold K)", | |
| "Akşamlar -> Akşamlar (gold akşamlar)", | |
| "m -> m (gold )", | |
| "günü -> günü (gold Günü)", | |
| "Doviz -> Döviz (gold döviz)", | |
| "Heee -> He (gold Heee)", | |
| "gardaşşş -> gardaş (gold kardeş)", | |
| "Gsstorede -> Gsstorede (gold GSStore'da)", | |
| "staddan -> staddan (gold stattan)", | |
| "fotgraf -> fotgraf (gold fotoğraf)", | |
| "tektaşda -> tektaşda (gold tek taş da)", | |
| "hadi -> Haydi (gold Hadi)", | |
| "ROTTİNG -> rotting (gold Rotting)", | |
| "CHRİST -> christ (gold Christ)", | |
| "ODER -> oder (gold öder)", | |
| "twitleri -> twitleri (gold tweetleri)", | |
| "Gt -> Gt (gold GT)", | |
| "senn -> senn (gold senin)", | |
| "yapamym -> yapamym (gold yapamıyorum)", | |
| "Yurdisindaki -> Yurdışındaki (gold Yurtdışındaki)", | |
| "inş -> inşallah (gold İnşallah)", | |
| "gelceksin -> gelceksin (gold geleceksin)", | |
| "amg -> AMG (gold amına koyayım)", | |
| "de -> de (gold değişecek)", | |
| "değişçek -> değişçek (gold değişecek)", | |
| "subart -> subart (gold Şubat)", | |
| "sevgililer -> sevgililer (gold Sevgililer)", | |
| "gununuz -> gününüz (gold Günü'nüz)", | |
| "Türkiyem -> Türkiyem (gold Türkiye'm)", | |
| "Kalkmıycam -> Kalkmıycam (gold kalkmayacağım)", | |
| "banane -> banane (gold bana ne)" | |
| ] | |
| }, | |
| "social_no_lexicon": { | |
| "tokens": 1639, | |
| "accuracy": 0.7925564368517388, | |
| "baseline_leave_as_is": 0.6400244051250763, | |
| "err": 0.423728813559322, | |
| "accuracy_case_insensitive": 0.8389261744966443, | |
| "changed_precision": 0.7738095238095238, | |
| "changed_recall": 0.4406779661016949, | |
| "changed_f1": 0.5615550755939525 | |
| } | |
| }, | |
| "ablation_dev": { | |
| "(full system)": { | |
| "boun_ascii": 0.9800382600016635, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8252366909824616 | |
| }, | |
| "lexicon": { | |
| "boun_ascii": 0.9810363470015803, | |
| "boun_upper": 0.9529235631705897, | |
| "social_cv5": 0.8049045475710073 | |
| }, | |
| "repeat": { | |
| "boun_ascii": 0.9800382600016635, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8170107092969113 | |
| }, | |
| "deascii": { | |
| "boun_ascii": 0.6258837228645097, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.7015365512959801 | |
| }, | |
| "context": { | |
| "boun_ascii": 0.9789569990850869, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8247710693776191 | |
| }, | |
| "charlm": { | |
| "boun_ascii": 0.9555851285037013, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8154586372807698 | |
| }, | |
| "colloquial": { | |
| "boun_ascii": 0.9800382600016635, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8230637901598634 | |
| }, | |
| "clitic": { | |
| "boun_ascii": 0.9803709556683025, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.822598168555021 | |
| }, | |
| "proper": { | |
| "boun_ascii": 0.9832820427513932, | |
| "boun_upper": 0.9261415620061548, | |
| "social_cv5": 0.8153034300791556 | |
| }, | |
| "case": { | |
| "boun_ascii": 0.9722199118356484, | |
| "boun_upper": 0.18872161690093986, | |
| "social_cv5": 0.7833307465466398 | |
| }, | |
| "question": { | |
| "boun_ascii": 0.9794560425850454, | |
| "boun_upper": 0.95284038925393, | |
| "social_cv5": 0.8243054477727767 | |
| } | |
| } | |
| } |