{
  "source": "live Code list",
  "fetched_at": "2026-10-19T12:38:44Z",
  "count": 472,
  "complete": true,
  "items": [
    {
      "ref": "ngchinvth/2nd-place-solution-cv741-public727-private740",
      "votes": 0
    },
    {
      "ref": "farhodjonergashov/feedback-nlp",
      "votes": 0
    },
    {
      "ref": "kemaldemirba/feedback-nlp-10-step",
      "votes": 1
    },
    {
      "ref": "chihoangf/text-summarization-using-pegasus",
      "votes": 2
    },
    {
      "ref": "parisdavid/download-huggingface-models",
      "votes": 3
    },
    {
      "ref": "endofnight17j03/nlp-student-writing-eda",
      "votes": 18
    },
    {
      "ref": "huchenjiang/learning-ner-with-feedback-dataset",
      "votes": 11
    },
    {
      "ref": "shakhauat/feedback-prize-evaluating-student-writing-solution",
      "votes": 49
    },
    {
      "ref": "leonalinlin/nlp-on-student-writing-eda",
      "votes": 0
    },
    {
      "ref": "tengwang0318/notebook6bba6ffdd3",
      "votes": 0
    },
    {
      "ref": "hakim571/adtt-uts",
      "votes": 0
    },
    {
      "ref": "tonymarkchris/train-detectai-deberta",
      "votes": 2
    },
    {
      "ref": "gauravbrills/train-detectai-bert-deberta-distil",
      "votes": 5
    },
    {
      "ref": "mustafakeser4/train-detectai-distilroberta-0-927",
      "votes": 87
    },
    {
      "ref": "yiyewang/nlp-on-student-writing-eda",
      "votes": 0
    },
    {
      "ref": "kareninlin/ntuh-nlp",
      "votes": 0
    },
    {
      "ref": "bachmaian/bachmaian-bert-from-bart-longformer",
      "votes": 5
    },
    {
      "ref": "bachmaian/bachmaian-bert-replicated",
      "votes": 4
    },
    {
      "ref": "zzy990106/download-gte-small",
      "votes": 3
    },
    {
      "ref": "hassanbenali/notebook0a8b6d796f",
      "votes": 2
    },
    {
      "ref": "abdelrhman2410/ml-training",
      "votes": 6
    },
    {
      "ref": "hassanbenali/tensorflow-longformer-ner",
      "votes": 1
    },
    {
      "ref": "hassanbenali/notebook584a87af2e",
      "votes": 0
    },
    {
      "ref": "sidharthsureshkumar/essay-classifier",
      "votes": 0
    },
    {
      "ref": "sidharthsureshkumar/essay-class",
      "votes": 0
    },
    {
      "ref": "vikramsandu/commonlit-mlm",
      "votes": 17
    },
    {
      "ref": "tanmaykadam13/discoursemaster-advancing-discourse-type-classifi",
      "votes": 1
    },
    {
      "ref": "hongzhebi/notebookd31237abbc",
      "votes": 0
    },
    {
      "ref": "shendurkarsahil/tensorflow-longformer-ner-cv-0-633",
      "votes": 0
    },
    {
      "ref": "aman1391/fork-of-remaining-all-goes-round-lda",
      "votes": 0
    },
    {
      "ref": "yangkenwu/ml-clustering-tfidf-essay-topics-discovery",
      "votes": 3
    },
    {
      "ref": "aman1391/topic-and-subtopics-graph-using-umap",
      "votes": 4
    },
    {
      "ref": "themadrambito/pretrain-deberta-as-a-discriminator",
      "votes": 6
    },
    {
      "ref": "tfukuda675/knowlege-compare-text-proc-speed-with-polars",
      "votes": 0
    },
    {
      "ref": "victorkauan/bert-discourse-classification",
      "votes": 0
    },
    {
      "ref": "vitouphy/fb3-multi-task-prediction",
      "votes": 3
    },
    {
      "ref": "gazu468/all-about-bert-you-need-to-know",
      "votes": 180
    },
    {
      "ref": "zakariajoudar/unsupervised-classification-feedback-prize",
      "votes": 26
    },
    {
      "ref": "vitouphy/argument-segmentation-with-ner-roberta",
      "votes": 8
    },
    {
      "ref": "currypurin/feedback3-duplication-with-past-competition-data",
      "votes": 29
    },
    {
      "ref": "victorragazzi/feedback-prize",
      "votes": 3
    },
    {
      "ref": "nowlookahead/lunaticnfx",
      "votes": 3
    },
    {
      "ref": "brucewaynew/deberta-v3-large-pseudo-3",
      "votes": 5
    },
    {
      "ref": "brucewaynew/deberta-v3-large-pseudo-2",
      "votes": 4
    },
    {
      "ref": "authormorgan/deberta-v3-large-pseudo-1",
      "votes": 7
    },
    {
      "ref": "authormorgan/deberta-v3-large-pseudo-0",
      "votes": 1
    },
    {
      "ref": "takamichitoda/fb3-mlm-training-from-competition-data",
      "votes": 30
    },
    {
      "ref": "ralphabb/fp1secondplaceminimalwithcomments",
      "votes": 6
    },
    {
      "ref": "vslaykovsky/train-deberta-v3-base-with-pseudo-labels",
      "votes": 59
    },
    {
      "ref": "vslaykovsky/1-2-more-training-data-from-fb2021",
      "votes": 67
    },
    {
      "ref": "ralphabb/fp1sixthplaceminimalwithcomments",
      "votes": 3
    },
    {
      "ref": "kneroma/kkiller-fpzeff-2nd-place-training",
      "votes": 19
    },
    {
      "ref": "sakshamdwivedi10/text-reasoning-using-pegasus",
      "votes": 0
    },
    {
      "ref": "yujikomi/all-essays-for-3-feedback-competitions",
      "votes": 17
    },
    {
      "ref": "verracodeguacas/feedback-3-eda-sentence-transformers",
      "votes": 10
    },
    {
      "ref": "zacchaeus/fb3-eda",
      "votes": 11
    },
    {
      "ref": "nguyenducanhpham/xgb-lgb-feedback-prize-cv-0-7322",
      "votes": 2
    },
    {
      "ref": "ralphabb/fp1thirdplacefullwithcomments",
      "votes": 2
    },
    {
      "ref": "lextoumbourou/feedback-deberta-xlarge-0-588-public-lb",
      "votes": 22
    },
    {
      "ref": "vad13irt/optimization-approaches-for-transformers-part-2",
      "votes": 120
    },
    {
      "ref": "elliot321/pseudo-labeling-how-to-get-pseudo-labels",
      "votes": 1
    },
    {
      "ref": "harshitkmr/fpe-deberta-training",
      "votes": 77
    },
    {
      "ref": "rolianklay/pseudo-labeling-how-to-get-pseudo-labels",
      "votes": 47
    },
    {
      "ref": "shigengtian/prepare-mlm-data",
      "votes": 18
    },
    {
      "ref": "chaitanyagiri/deberta-pre-training-using-mlm",
      "votes": 105
    },
    {
      "ref": "trushk/feedback-topics-identification-with-bertopic",
      "votes": 3
    },
    {
      "ref": "diawia/pytorch-bigbird-ner-cv-0-615",
      "votes": 0
    },
    {
      "ref": "lextoumbourou/feedback-topics-identification-with-bertopic",
      "votes": 51
    },
    {
      "ref": "lextoumbourou/feedback-pseudo-labelling-full-2021-dataset",
      "votes": 52
    },
    {
      "ref": "lextoumbourou/feedback-prize-the-complete-overview",
      "votes": 366
    },
    {
      "ref": "sjsn2002/slow-af",
      "votes": 0
    },
    {
      "ref": "kurokurob/12th-place-solution-error-fix",
      "votes": 5
    },
    {
      "ref": "kurokurob/12th-place-solution-original",
      "votes": 4
    },
    {
      "ref": "darraghdog/feedback-huggingface-models",
      "votes": 6
    },
    {
      "ref": "darraghdog/new-baseline",
      "votes": 29
    },
    {
      "ref": "sumeetsandhu/longformer-qa-train",
      "votes": 3
    },
    {
      "ref": "charliezimmerman/postprocessing-704-bronze-medal",
      "votes": 0
    },
    {
      "ref": "ithingv/notebook02e1340df6",
      "votes": 1
    },
    {
      "ref": "purtin29/deberta-can-run-v3",
      "votes": 3
    },
    {
      "ref": "goldenlock/word-level-lstm-fake-code",
      "votes": 5
    },
    {
      "ref": "tascj0/a-text-span-detector",
      "votes": 145
    },
    {
      "ref": "cdeotte/2nd-place-solution-cv741-public727-private740",
      "votes": 262
    },
    {
      "ref": "columbia2131/tuning-exp038-right-edge-removing",
      "votes": 2
    },
    {
      "ref": "wht1996/feedback-lgb-train",
      "votes": 54
    },
    {
      "ref": "wht1996/feedback-nn-train",
      "votes": 210
    },
    {
      "ref": "utmostlimitc/concat-4fold-large-705-vs-2fold-xlarge-699-b75831",
      "votes": 1
    },
    {
      "ref": "telmazzzz/fb-inference-0-711-final",
      "votes": 20
    },
    {
      "ref": "columbia2131/exp-038-ensemble-xgb-mlp-lstm-fe-fix-tail",
      "votes": 9
    },
    {
      "ref": "devanshchowdhury/final-feedback-ensemble-v6",
      "votes": 1
    },
    {
      "ref": "wht1996/feedback-two-stage-cv0-747",
      "votes": 91
    },
    {
      "ref": "kuhnnn/4444infer-fast-ensemble-models-b1de10",
      "votes": 3
    },
    {
      "ref": "chandraprajapati/feedback-prize-logistic-regression",
      "votes": 10
    },
    {
      "ref": "kuhnnn/11111f-m0-feedback-prize-2022-p-bb407a",
      "votes": 0
    },
    {
      "ref": "wht1996/feedback-two-stage-lb0-727",
      "votes": 65
    },
    {
      "ref": "wht1996/feedback-longformer-5fold-0-697",
      "votes": 35
    },
    {
      "ref": "amedprof/last-dance-2-fprize-wbf",
      "votes": 24
    },
    {
      "ref": "ollibolli/q-a-pytorch-predict-via-trainer",
      "votes": 1
    },
    {
      "ref": "tungthanhpvu/feedback-prize-inference",
      "votes": 5
    },
    {
      "ref": "piupiupiu/lb742",
      "votes": 19
    },
    {
      "ref": "rahilsidiqqui/tfidf-random-forest-classifier",
      "votes": 4
    },
    {
      "ref": "milesme/feedback-baseline-sentence-classifier-0-226",
      "votes": 2
    },
    {
      "ref": "abdulkadirguner/14mart-3safhalisubmit",
      "votes": 1
    },
    {
      "ref": "robikscube/feedback-prize-2022-pp",
      "votes": 4
    },
    {
      "ref": "albernard/clean-feedback-ensemble-v4",
      "votes": 2
    },
    {
      "ref": "valentinlaurent2/two-longformers-inference",
      "votes": 2
    },
    {
      "ref": "aerdem4/xgb-lgb-feedback-prize-cv-0-7322",
      "votes": 96
    },
    {
      "ref": "sjsn2002/rf-tfidf",
      "votes": 2
    },
    {
      "ref": "gauravbrills/heng-ensemble",
      "votes": 4
    },
    {
      "ref": "namantuli/clean-feedback-ensemble-balanced",
      "votes": 3
    },
    {
      "ref": "fangyu67/infer-feedback2022-cleanmemory",
      "votes": 1
    },
    {
      "ref": "resistance0108/fb-ensemble-ver-1-12-0-old-mod-postprocess",
      "votes": 3
    },
    {
      "ref": "phanttan/ensemble-feedbackprice2022",
      "votes": 4
    },
    {
      "ref": "shreyasadhari123/fast-inference-final",
      "votes": 6
    },
    {
      "ref": "resistance0108/lgbm-postprocess-training",
      "votes": 0
    },
    {
      "ref": "resistance0108/fb-oof-cv-calculation-create-feats",
      "votes": 0
    },
    {
      "ref": "tungthanhpvu/feedback-prize-data-augmentation",
      "votes": 2
    },
    {
      "ref": "leemop/folked-0-692-feedback-prize-2021-pytorch",
      "votes": 5
    },
    {
      "ref": "marcelinom2018/feedback-prize-2021",
      "votes": 2
    },
    {
      "ref": "kneroma/gdrive-db1l-1024-v2-v11-no-pe-weights",
      "votes": 1
    },
    {
      "ref": "aishikai/fb-pp-v2-infernce",
      "votes": 12
    },
    {
      "ref": "ollibolli/batch-pipeline-q-a-inference",
      "votes": 2
    },
    {
      "ref": "amulil/simple-longformer-n-fold-train",
      "votes": 10
    },
    {
      "ref": "firefile/two-longformers-are-better-than-1",
      "votes": 5
    },
    {
      "ref": "firefile/1-birdformer-1-longformer-one-fold",
      "votes": 2
    },
    {
      "ref": "firefile/2-longformers-are-better-than-1",
      "votes": 0
    },
    {
      "ref": "firefile/infer-fast-ensemble-models",
      "votes": 3
    },
    {
      "ref": "tunminhhunh/fork-of-8bit-exp",
      "votes": 2
    },
    {
      "ref": "yuedengx/pytorch-bigbird-ner-cv-0-615-417330",
      "votes": 0
    },
    {
      "ref": "tabchenjlu/merge-4-models",
      "votes": 4
    },
    {
      "ref": "akuritsyn/feedback-model-ensemble",
      "votes": 7
    },
    {
      "ref": "vkmaurya/basic-of-feedback-prize-eda",
      "votes": 9
    },
    {
      "ref": "rachanabisht/first-rf-model-for-text-classification",
      "votes": 8
    },
    {
      "ref": "librauee/infer-fast-ensemble-models",
      "votes": 510
    },
    {
      "ref": "renokan/select-check-parameters-for-2-longformer-model",
      "votes": 6
    },
    {
      "ref": "priy998/eda-feedback-prize-evaluating-writing",
      "votes": 3
    },
    {
      "ref": "kylekwangilkim/double-bert-not-burger",
      "votes": 3
    },
    {
      "ref": "mikiota/data-augmentation-csv-txt-using-back-translation",
      "votes": 127
    },
    {
      "ref": "charliezimmerman/add-nothing-label-to-submission-dataframe",
      "votes": 0
    },
    {
      "ref": "shinomoriaoshi/feedbackprize-v20i-v25b-ens-infer-v2",
      "votes": 2
    },
    {
      "ref": "renokan/student-writing-ner-by-2-longformer-large-4096",
      "votes": 3
    },
    {
      "ref": "hengck23/show-prediction-heatmap",
      "votes": 44
    },
    {
      "ref": "ravikumarmn/tensorflow-feedback-prize",
      "votes": 0
    },
    {
      "ref": "kausheeki01/feedback-prize-2022-pytorch-better-parameters",
      "votes": 217
    },
    {
      "ref": "phanttan/ner-longformer",
      "votes": 9
    },
    {
      "ref": "shinomoriaoshi/feedbackprize-v25b-infer",
      "votes": 2
    },
    {
      "ref": "renokan/create-custom-dataset-samples-and-prepared-data",
      "votes": 0
    },
    {
      "ref": "hengck23/fast-inference-deberta-xlarge-under-50min",
      "votes": 53
    },
    {
      "ref": "prasadshete20/final-sem8-nlp-project-on-student-evaluator",
      "votes": 3
    },
    {
      "ref": "lvcvesaul/expanding-sentences-window-logistic-regression",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/name-entity-recognition-with-transformer",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/2-2-load-roberta-model-and-predict",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/fbpz-tensorflow-2-bert-base-cased",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/randomforest-only-gradientboostnow-0-25-lb",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/tensorflow-longformer-ner",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/tensorflow-longformer-ner-postprocess-50d9bc",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/tensorflow-longformer-ner-postprocessing",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/sequence-postprocessing-v2-67-lb",
      "votes": 1
    },
    {
      "ref": "lvcvesaul/1-birdformer-1-longformer-one-fold",
      "votes": 1
    },
    {
      "ref": "lvcvesaul/cv-ensemble",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/0-690-try-better-parameters",
      "votes": 0
    },
    {
      "ref": "lvcvesaul/nlp-evaluating-student-writing",
      "votes": 0
    },
    {
      "ref": "haozhang607/feedback-prize-evaluating-student-writing",
      "votes": 5
    },
    {
      "ref": "purtin29/deberta-can-run-v2",
      "votes": 7
    },
    {
      "ref": "nulldata/patchworklib-combine-multiple-py-charts-easily",
      "votes": 18
    },
    {
      "ref": "geraldk/evaluatingstudentwriting-train-model",
      "votes": 10
    },
    {
      "ref": "sergeichudov/8th-place-inference-notebook",
      "votes": 21
    },
    {
      "ref": "renokan/simple-compare-longformer-albert-and-distilbert",
      "votes": 11
    },
    {
      "ref": "takiyu/train-pytorch-spanbert-ner",
      "votes": 1
    },
    {
      "ref": "nehapawar/tfidf-random-forest-classifier",
      "votes": 59
    },
    {
      "ref": "singhnavleen/feedback-prize-evaluating-student-writing",
      "votes": 1
    },
    {
      "ref": "zhengxinqian/longformer-can-run",
      "votes": 2
    },
    {
      "ref": "ttttttll/brute-force-v6-tez",
      "votes": 13
    },
    {
      "ref": "arunamenon/evaluate-student-writing-longformer-inference",
      "votes": 0
    },
    {
      "ref": "egemenpamuku/pytorch-bigbird-ner-cv-0-615",
      "votes": 0
    },
    {
      "ref": "mohammedirfan25/feed-back-preprocessing",
      "votes": 1
    },
    {
      "ref": "ollibolli/q-a-inference",
      "votes": 3
    },
    {
      "ref": "hjimbean/train-pytorch-longformer-hjb",
      "votes": 1
    },
    {
      "ref": "letuyet/feedback-prize",
      "votes": 0
    },
    {
      "ref": "ollibolli/q-a-pytorch",
      "votes": 3
    },
    {
      "ref": "arunamenon/evaluate-student-writing-eda-longformer-train",
      "votes": 1
    },
    {
      "ref": "takoihiraokazu/distilbart-tokenizer",
      "votes": 4
    },
    {
      "ref": "dibyabose/student-writing-evaluation-chai",
      "votes": 6
    },
    {
      "ref": "priyankawawdhane/autoviml",
      "votes": 2
    },
    {
      "ref": "prokaj/faster-metric-computation",
      "votes": 2
    },
    {
      "ref": "dwchen/huggingface-lib-downloader",
      "votes": 33
    },
    {
      "ref": "ktgiahieu/rapids-umap-tfidf-kmeans-discovers-15-topics",
      "votes": 2
    },
    {
      "ref": "minyeongkang/eda-evaluating-student-writing",
      "votes": 0
    },
    {
      "ref": "blankaf/feedback-bigbird-train",
      "votes": 4
    },
    {
      "ref": "sytuannguyen/transformer-tokenize-a-text-for-beginner",
      "votes": 27
    },
    {
      "ref": "sytuannguyen/download-a-pre-trained-transformer-for-beginner",
      "votes": 28
    },
    {
      "ref": "leekh7411/fbpz-tensorflow-2-bert-base-cased",
      "votes": 16
    },
    {
      "ref": "harunilkhan/notebook3d6089463d",
      "votes": 0
    },
    {
      "ref": "paulmineau/tensorflow-longformer-ner-cv-0-633",
      "votes": 12
    },
    {
      "ref": "hengck23/1-birdformer-1-longformer-one-fold",
      "votes": 247
    },
    {
      "ref": "takoihiraokazu/funnel-large-tokenizer",
      "votes": 3
    },
    {
      "ref": "renokan/embeddings-cls-token-logisticregression",
      "votes": 13
    },
    {
      "ref": "konstantinmargulyan/nlp-project",
      "votes": 4
    },
    {
      "ref": "osamir/download-huggingface-models",
      "votes": 51
    },
    {
      "ref": "takoihiraokazu/deberta-large-tokenizer",
      "votes": 5
    },
    {
      "ref": "mauricefunk/two-longformers-are-better-than-1",
      "votes": 1
    },
    {
      "ref": "efficientalan/sequence-postprocessing-v2-67-lb",
      "votes": 3
    },
    {
      "ref": "penpen926/baseline2-longformer",
      "votes": 1
    },
    {
      "ref": "bkanupam/iterstrat-vs-skmultilearn",
      "votes": 1
    },
    {
      "ref": "tejasgokulbaraskar/feedback-prize-evaluating-student-writing",
      "votes": 22
    },
    {
      "ref": "tungthanhpvu/feedback-prize",
      "votes": 50
    },
    {
      "ref": "derrickmwiti/bert-base-uncased",
      "votes": 47
    },
    {
      "ref": "fangyu67/feedback2022-pytorch-lightning-infer",
      "votes": 40
    },
    {
      "ref": "renokan/simple-analysis-of-discourses-type-sequence",
      "votes": 7
    },
    {
      "ref": "dhruvmethar/mlm-fine-tuning-of-longformer-using-hf",
      "votes": 37
    },
    {
      "ref": "yama09/feedback-prize-eda-with-displacy",
      "votes": 28
    },
    {
      "ref": "yama09/nlp-on-student-writing-eda",
      "votes": 39
    },
    {
      "ref": "renokan/analysis-of-discourse-type-text-columns",
      "votes": 0
    },
    {
      "ref": "vincentholmes/corrected-train-csv-feedback-prize",
      "votes": 1
    },
    {
      "ref": "takoihiraokazu/bart-large-tokenizer",
      "votes": 3
    },
    {
      "ref": "vincentholmes/competition",
      "votes": 2
    },
    {
      "ref": "eldestinofeng/corrected-train-csv-feedback-prize",
      "votes": 1
    },
    {
      "ref": "takoihiraokazu/roberta-large-tokenizer",
      "votes": 4
    },
    {
      "ref": "fangyu67/feedback2022-pytorch-lightning-train",
      "votes": 24
    },
    {
      "ref": "hrodbert/playground-notebook",
      "votes": 0
    },
    {
      "ref": "dominyellow/bigbird-draft-01",
      "votes": 4
    },
    {
      "ref": "stefanojp/infer-pytorch-longformer-5fold",
      "votes": 3
    },
    {
      "ref": "mujrush/contradictory-predictions-about-rebuttal",
      "votes": 5
    },
    {
      "ref": "jacky2wong/building-a-simple-search-app-with-relevanceai",
      "votes": 16
    },
    {
      "ref": "cpmpml/faster-metric-computation",
      "votes": 149
    },
    {
      "ref": "bachan/feedback-prize-2021-0-714-private-lb",
      "votes": 0
    },
    {
      "ref": "narukawa/eda-feedback-prize-2021",
      "votes": 21
    },
    {
      "ref": "kausheeki01/advantage-of-2-longformers-over-1",
      "votes": 43
    },
    {
      "ref": "hechtjp/bert-pytorch-lightning-baseline-training",
      "votes": 27
    },
    {
      "ref": "tracycaesar/crfversion",
      "votes": 13
    },
    {
      "ref": "fmc123/notebookb34f9d0406",
      "votes": 1
    },
    {
      "ref": "robdogan/sentence-classification",
      "votes": 6
    },
    {
      "ref": "eldestinofeng/competition",
      "votes": 2
    },
    {
      "ref": "fmc123/notebook2d9ed4b867",
      "votes": 1
    },
    {
      "ref": "bakar31/writing-evaluation-noob-eda",
      "votes": 9
    },
    {
      "ref": "dumplingz/feed-bert",
      "votes": 1
    },
    {
      "ref": "tiandaye/creating-folds-properly-hopefully-p",
      "votes": 2
    },
    {
      "ref": "donggunseo/notebook3eddf187a3",
      "votes": 20
    },
    {
      "ref": "rachanabisht/evaluatingstudentwriting-complete-text-eda",
      "votes": 5
    },
    {
      "ref": "markwijkhuizen/training-longformer-gradient-accumulation",
      "votes": 16
    },
    {
      "ref": "longhuqin/discovers-keywords",
      "votes": 1
    },
    {
      "ref": "julian3833/w-b-tracked-shortformers-experiments",
      "votes": 10
    },
    {
      "ref": "mohammedirfan25/feedback-submission",
      "votes": 2
    },
    {
      "ref": "gopidurgaprasad/new-prediction-string",
      "votes": 7
    },
    {
      "ref": "vickeytomer/eda-student-writing-vk",
      "votes": 8
    },
    {
      "ref": "gbalachandhiran/fine-tuning-distilbert-transformers",
      "votes": 6
    },
    {
      "ref": "ryosukeyakura/eda-roberta",
      "votes": 119
    },
    {
      "ref": "vanguarde/guided-lda-light-eda-semi-supervised-tm",
      "votes": 60
    },
    {
      "ref": "sasukess1/bert-baseline-0-462-val",
      "votes": 54
    },
    {
      "ref": "naman88ai/insights-through-eda-feedback-prize",
      "votes": 22
    },
    {
      "ref": "luhuihu/nlp-evaluating-student-writing",
      "votes": 275
    },
    {
      "ref": "markwijkhuizen/preprocessing-oversampling",
      "votes": 21
    },
    {
      "ref": "tanulsingh077/longformer-training-with-deepspeed-and-hf-trainer",
      "votes": 157
    },
    {
      "ref": "samir95/visualizing-texts-as-images",
      "votes": 12
    },
    {
      "ref": "julian3833/pytorch-itpt-intra-task-pre-training",
      "votes": 20
    },
    {
      "ref": "ytakayama/infer-pytorch-longformer-5fold",
      "votes": 87
    },
    {
      "ref": "ytakayama/train-pytorch-longformer-5fold-forgooglecolab",
      "votes": 194
    },
    {
      "ref": "sanket82/detailed-understanding-of-text-classification",
      "votes": 1
    },
    {
      "ref": "julian3833/topic-modeling-with-lda",
      "votes": 26
    },
    {
      "ref": "jillanisofttech/2-longformers-are-better-than-1",
      "votes": 154
    },
    {
      "ref": "jdoesv/topics-identification",
      "votes": 46
    },
    {
      "ref": "pauljef/eda-data-visualisation-two-easy-ways",
      "votes": 21
    },
    {
      "ref": "narendra/longformer-large-multitask-submision",
      "votes": 4
    },
    {
      "ref": "mmisty/student-writing-eda",
      "votes": 16
    },
    {
      "ref": "reymaster/create-and-tag-ner-tokens-iob-bio-format",
      "votes": 16
    },
    {
      "ref": "sugiyama2718/beam-search-inference",
      "votes": 2
    },
    {
      "ref": "ajenningsfrankston/text-level-histogram",
      "votes": 7
    },
    {
      "ref": "vvrrao/evaluatingstudentwriting-usingbert",
      "votes": 15
    },
    {
      "ref": "irynaalshakova/fork-of-2-1-statement-types-similarity-doc2vec-lr",
      "votes": 4
    },
    {
      "ref": "konstantinplashinnov/the-essay-recognizer",
      "votes": 59
    },
    {
      "ref": "antwerp/text-summarization-using-pegasus",
      "votes": 46
    },
    {
      "ref": "reymaster/sentence-classification-with-svm-and-tf-idf",
      "votes": 52
    },
    {
      "ref": "mehrankamal/fork-of-fork-of-fork-of-fork-of-notebook6fbc44e698",
      "votes": 8
    },
    {
      "ref": "dreamweaver/visualize-discourse-type-with-html-file-offered",
      "votes": 5
    },
    {
      "ref": "nbroad/feedback-prize-tokenizer-eda",
      "votes": 33
    },
    {
      "ref": "pavithra23/spell-check-eda",
      "votes": 2
    },
    {
      "ref": "aliasgherman/vocabulary-txt-coverage-improvement-80-to-99",
      "votes": 41
    },
    {
      "ref": "narendra/feedback-meta-feature-analysis-part1",
      "votes": 6
    },
    {
      "ref": "goldenlock/link-evidence-simplified",
      "votes": 60
    },
    {
      "ref": "nikhilsatani/feedback-prize-1",
      "votes": 3
    },
    {
      "ref": "arzarei/feedback",
      "votes": 20
    },
    {
      "ref": "somesh88/infer-long-makesub-getting-compute-error",
      "votes": 2
    },
    {
      "ref": "narendra/longformer-baseline-multitask-submission",
      "votes": 5
    },
    {
      "ref": "khosiyatsabirova/tensorflow-evaluatingstudentwriting",
      "votes": 9
    },
    {
      "ref": "nickuzmenkov/feedback-prize-making-roberta-tokens",
      "votes": 28
    },
    {
      "ref": "seshurajup/feedback-predict-oof-for-two-longformers",
      "votes": 43
    },
    {
      "ref": "ridhimagarg/evaluating-writing-analysis",
      "votes": 25
    },
    {
      "ref": "jaypeng/feedback-prize",
      "votes": 71
    },
    {
      "ref": "ramjanamyadav/rapids-umap-tfidf-kmeans-discovers-15-topics",
      "votes": 3
    },
    {
      "ref": "narendra/longformer-baseline-submission",
      "votes": 3
    },
    {
      "ref": "chasembowers/sequence-postprocessing-v2-67-lb",
      "votes": 315
    },
    {
      "ref": "cdeotte/rapids-umap-tfidf-kmeans-discovers-15-topics",
      "votes": 261
    },
    {
      "ref": "alicematusheva/evaluating-students-writing-ml-dl-and-data-aug",
      "votes": 4
    },
    {
      "ref": "gbalachandhiran/eda-of-the-corpus",
      "votes": 5
    },
    {
      "ref": "dokeefe/training-data-to-bow",
      "votes": 2
    },
    {
      "ref": "nbroad/8-bit-adam-optimization",
      "votes": 141
    },
    {
      "ref": "nickuzmenkov/feedback-prize-training-roberta-in-10-minutes",
      "votes": 59
    },
    {
      "ref": "arunamenon/feedback-prize-evaluating-student-writing",
      "votes": 2
    },
    {
      "ref": "ashwinvijayanpillai/length-mismatch-analysis",
      "votes": 8
    },
    {
      "ref": "ksmshankar/evaluating-student-writing-roberta",
      "votes": 9
    },
    {
      "ref": "parikshitsharma2001/two-longformers-are-better-than-1",
      "votes": 31
    },
    {
      "ref": "narendra/longformer-baseline",
      "votes": 5
    },
    {
      "ref": "yosukeyama/correct-misspellings",
      "votes": 64
    },
    {
      "ref": "fxalll/0-690-try-better-parameters",
      "votes": 426
    },
    {
      "ref": "somesh88/inference-longformer",
      "votes": 3
    },
    {
      "ref": "sentinel1/feedback-prize-2021-k-fold-split-data",
      "votes": 6
    },
    {
      "ref": "satyanarayanam/bigbird-ner-training-pt-gpu-feedback-prize",
      "votes": 1
    },
    {
      "ref": "nightmare65/text-augmentation-with-nightfire",
      "votes": 2
    },
    {
      "ref": "takoihiraokazu/longformer-large-4096-tokenizer",
      "votes": 2
    },
    {
      "ref": "dinowun/eda-simplified-feedback-prize",
      "votes": 24
    },
    {
      "ref": "parasrana/eda-with-no-efforts",
      "votes": 0
    },
    {
      "ref": "marcocavaco/ner-model-using-spacy",
      "votes": 8
    },
    {
      "ref": "narendra/feedback-prize-statistical-eda",
      "votes": 4
    },
    {
      "ref": "abhishek/two-longformers-are-better-than-1",
      "votes": 1323
    },
    {
      "ref": "kenkrige/submission-score",
      "votes": 7
    },
    {
      "ref": "kenkrige/feedback-datasplit",
      "votes": 2
    },
    {
      "ref": "abhishek/creating-folds-properly-hopefully-p",
      "votes": 308
    },
    {
      "ref": "totalgood/pytorch-longformer-1024-train",
      "votes": 0
    },
    {
      "ref": "subhochowdhury/tensorflow-longformer-ner-postprocessing",
      "votes": 1
    },
    {
      "ref": "dheerendrasingh/feedback-prize-dks",
      "votes": 0
    },
    {
      "ref": "robindehde/pytorch-bigbird-ner-cv-0-615",
      "votes": 23
    },
    {
      "ref": "zaakciiru/jax-bigbird-huggingface-train-baseline",
      "votes": 17
    },
    {
      "ref": "dashiellstander/spacy-basic-view-colorized-essays-with-spacy",
      "votes": 0
    },
    {
      "ref": "zaakciiru/tf-huggingface-roformer-tpu-train",
      "votes": 39
    },
    {
      "ref": "tianmin/visualization-of-essay-dataset",
      "votes": 122
    },
    {
      "ref": "mst8823/pytorch-lightning-longformer-io-tagging-infer",
      "votes": 29
    },
    {
      "ref": "saraswatitiwari/feedback-prizes-2021",
      "votes": 77
    },
    {
      "ref": "leemop/sec-nlp-study-prize-feedback",
      "votes": 3
    },
    {
      "ref": "mst8823/pytorch-lightning-longformer-io-tagging-fit",
      "votes": 44
    },
    {
      "ref": "sentinel1/feedback-prize-2021-lib-howto-3",
      "votes": 3
    },
    {
      "ref": "saraswatitiwari/tensorflow-feedback-prizes",
      "votes": 17
    },
    {
      "ref": "spidermandance/masking-feedback-prize",
      "votes": 9
    },
    {
      "ref": "yshiml/feedback-prize-eda-baseline",
      "votes": 4
    },
    {
      "ref": "sentinel1/feedback-prize-2021-lib-howto-2",
      "votes": 3
    },
    {
      "ref": "samu2505/eda-text",
      "votes": 3
    },
    {
      "ref": "sentinel1/feedback-prize-2021-lib",
      "votes": 11
    },
    {
      "ref": "shahad001/feedback-prize-eda",
      "votes": 6
    },
    {
      "ref": "aliasgherman/roberta-qna-model-maxlen-448-stride-192",
      "votes": 13
    },
    {
      "ref": "intjerlu/tensorflow-longformer-v1",
      "votes": 2
    },
    {
      "ref": "julian3833/pytorch-shortformer-w-chunks-infer-0-624",
      "votes": 112
    },
    {
      "ref": "saraswatitiwari/prizes-22",
      "votes": 1
    },
    {
      "ref": "julian3833/pytorch-shortformer-w-chunks-train-0-624",
      "votes": 145
    },
    {
      "ref": "kaggleqrdl/tensorflow-longformer-ner-postprocessing",
      "votes": 248
    },
    {
      "ref": "pranav2109/writing-feedback-detailed-analysis-pytorch",
      "votes": 3
    },
    {
      "ref": "saraswatitiwari/feedback-prize",
      "votes": 1
    },
    {
      "ref": "sdeagggg/pytorch-bigbird-ner-cv-0-633",
      "votes": 73
    },
    {
      "ref": "vuxxxx/tensorflow-longformer-ner-postprocessing",
      "votes": 133
    },
    {
      "ref": "winun1127/fp-tf-baseline-longformer",
      "votes": 1
    },
    {
      "ref": "abdelamgeed/rnn-lstm",
      "votes": 30
    },
    {
      "ref": "dingli/evaluating-student-writing-error-visualization",
      "votes": 24
    },
    {
      "ref": "sentinel1/feedback-color-print",
      "votes": 8
    },
    {
      "ref": "ishandutta/nlp-augmentations-master-notebook",
      "votes": 129
    },
    {
      "ref": "swaralipibose/grammer-check-on-the-essays-its-needed",
      "votes": 4
    },
    {
      "ref": "psyche14/longformer-mrc-for-feedback-prize",
      "votes": 9
    },
    {
      "ref": "samir95/expanding-sentences-window-logistic-regression",
      "votes": 16
    },
    {
      "ref": "nandhuelan/luke-hf-pipeline",
      "votes": 29
    },
    {
      "ref": "kaggleqrdl/oof-vrs-valid-eda",
      "votes": 50
    },
    {
      "ref": "shwetagargade/detailed-understanding-of-text-classification",
      "votes": 43
    },
    {
      "ref": "aliasgherman/question-answer-approach-distilbert-1-epoch",
      "votes": 10
    },
    {
      "ref": "ejunichi/tensorflow-longformer-ner-cv-0-633",
      "votes": 33
    },
    {
      "ref": "chasembowers/pytorch-bigbird-whitespace-cv-0-6284",
      "votes": 95
    },
    {
      "ref": "andypenrose/text-augmentation-with-nlpaug",
      "votes": 115
    },
    {
      "ref": "raghavendrakotala/using-correct-train-csv-longformer-dataset-trainer",
      "votes": 6
    },
    {
      "ref": "guanghan/feedback-infer",
      "votes": 18
    },
    {
      "ref": "spidermandance/eda-feedback-prize",
      "votes": 9
    },
    {
      "ref": "sychrislee/testing-calculated-predictionstring",
      "votes": 0
    },
    {
      "ref": "totalgood/pytorch-longformer-ner-robust-nlp",
      "votes": 3
    },
    {
      "ref": "alekseykulnevich/lstm-model-fixed",
      "votes": 1
    },
    {
      "ref": "kenkrige/predictionstring-100-consistent",
      "votes": 27
    },
    {
      "ref": "thedrcat/visual-tutorial-ner-chunking-token-classification",
      "votes": 120
    },
    {
      "ref": "kenkrige/char-to-word-map",
      "votes": 1
    },
    {
      "ref": "kaggleqrdl/predictionstring-gen",
      "votes": 11
    },
    {
      "ref": "ejunichi/feedback-prize-eda",
      "votes": 22
    },
    {
      "ref": "kaggleqrdl/badcharcount",
      "votes": 5
    },
    {
      "ref": "dschettler8845/exhaustive-learning-eda-survey-feedback-prize",
      "votes": 46
    },
    {
      "ref": "tensorchoko/feedback-prize-eda-train-jp-en",
      "votes": 25
    },
    {
      "ref": "sytuannguyen/tensorflow-longformer-ner",
      "votes": 155
    },
    {
      "ref": "neosoonhua/5trainyampeleg-s5-foldrobertamodifiedtolongformer",
      "votes": 0
    },
    {
      "ref": "anaganivaralakshmi/eda-feedback-prize-2021",
      "votes": 0
    },
    {
      "ref": "goldenlock/feedback-base",
      "votes": 14
    },
    {
      "ref": "pdan93/feedback-data-exploration",
      "votes": 0
    },
    {
      "ref": "ibrezmohd/feedback-price-eda-markov-transition-matrix",
      "votes": 6
    },
    {
      "ref": "rumasinha/nlpanddataexploration",
      "votes": 8
    },
    {
      "ref": "kishalmandal/pytorch-longformer-1024-infer",
      "votes": 12
    },
    {
      "ref": "aliasgherman/randomforest-only-gradientboostnow-0-25-lb",
      "votes": 61
    },
    {
      "ref": "tengwang0318/bigbirdbasedonchris",
      "votes": 2
    },
    {
      "ref": "assign/someone-live-in-florida",
      "votes": 2
    },
    {
      "ref": "tengwang0318/longformertorchbasedonchris",
      "votes": 2
    },
    {
      "ref": "thedrcat/feedback-prize-huggingface-baseline-inference",
      "votes": 253
    },
    {
      "ref": "cdeotte/pytorch-bigbird-ner-cv-0-615",
      "votes": 976
    },
    {
      "ref": "muhammadammarjamshed/analysis-on-writings-styles",
      "votes": 17
    },
    {
      "ref": "thedrcat/feedback-prize-huggingface-baseline-training",
      "votes": 322
    },
    {
      "ref": "bacicnikola/token-to-word-mapping-implementation",
      "votes": 4
    },
    {
      "ref": "raghavendrakotala/simple-fine-tune-on-bigbird-with-datasets-trainer",
      "votes": 21
    },
    {
      "ref": "ycca1018/feedbackprize-startereda-jp-en",
      "votes": 15
    },
    {
      "ref": "aliasgherman/simple-starter-code-distillibert-token-classific",
      "votes": 5
    },
    {
      "ref": "nbroad/corrected-train-csv-feedback-prize",
      "votes": 156
    },
    {
      "ref": "xhlulu/ner-tagging-demo",
      "votes": 21
    },
    {
      "ref": "saiedalimoradi/baseline-ulmfit",
      "votes": 15
    },
    {
      "ref": "csarolivares/evaluating-student-writing-eda-data-cleaning",
      "votes": 6
    },
    {
      "ref": "bacicnikola/sequence-bucketing-pytorch-implementation",
      "votes": 34
    },
    {
      "ref": "mpwolke/nasa-txt-file",
      "votes": 10
    },
    {
      "ref": "raghavendrakotala/pre-processed-data-for-ner-modeling",
      "votes": 5
    },
    {
      "ref": "alikmondal/baseline-vis-analysis-feedback-competition-v1",
      "votes": 5
    },
    {
      "ref": "saraswatitiwari/feedback-prize-evaluating-student-writing",
      "votes": 2
    },
    {
      "ref": "neosoonhua/2-2-load-roberta-model-and-predict",
      "votes": 7
    },
    {
      "ref": "neosoonhua/2-2-train-roberta-model-and-save",
      "votes": 5
    },
    {
      "ref": "karthikbhandary2/feedback",
      "votes": 7
    },
    {
      "ref": "revathiprakash/feedback-prize-baseline-ner-pytorch-train",
      "votes": 18
    },
    {
      "ref": "dearsijie/writing-element-detection-eda",
      "votes": 9
    },
    {
      "ref": "patipanrattanawin/feedback-prize-part-infer",
      "votes": 2
    },
    {
      "ref": "venomsnake/analyzing-student-essays-in-depth-eda",
      "votes": 32
    },
    {
      "ref": "roeilevy/feedback-prize-bio-format-for-ner",
      "votes": 2
    },
    {
      "ref": "kaggleqrdl/v4expmt-tensorflow-longformer-ner-cv-0-634",
      "votes": 152
    },
    {
      "ref": "thedrcat/feedback-prize-label-inconsistencies",
      "votes": 25
    },
    {
      "ref": "totalgood/pytorch-longformer-ner",
      "votes": 6
    },
    {
      "ref": "rahulbhimani/eda-and-prediction-for-feedback-competition",
      "votes": 25
    },
    {
      "ref": "erikbruin/nlp-on-student-writing-eda",
      "votes": 611
    },
    {
      "ref": "rhythmcam/spacy-basic-display-render-usage-text-colorize",
      "votes": 9
    },
    {
      "ref": "raghavendrakotala/fine-tunned-on-roberta-base-as-ner-problem-0-533",
      "votes": 203
    },
    {
      "ref": "rhythmcam/eda-feedback-prize-2021",
      "votes": 6
    },
    {
      "ref": "cdeotte/tensorflow-longformer-ner-cv-0-633",
      "votes": 1351
    },
    {
      "ref": "heyrobin/feedback-prize-eda-spacy-displacy",
      "votes": 73
    },
    {
      "ref": "hjhgjghhg/feedback-prize-infer",
      "votes": 37
    },
    {
      "ref": "vanle73/data-analysis-is-all-you-need-firstly",
      "votes": 4
    },
    {
      "ref": "lonnieqin/named-entity-recognition-with-transformer",
      "votes": 30
    },
    {
      "ref": "hjhgjghhg/feedback-prize-train",
      "votes": 18
    },
    {
      "ref": "kailassrt/basic-eda-classification-basemodel",
      "votes": 1
    },
    {
      "ref": "neosoonhua/1-naive-bayes-with-stemmer",
      "votes": 1
    },
    {
      "ref": "zhangchen123/lstm-model",
      "votes": 1
    },
    {
      "ref": "hjhgjghhg/feedback-prize-itpt",
      "votes": 8
    },
    {
      "ref": "mohamedbakrey/eda-for-feedback-prize-e-s-w-using-bi-lstm",
      "votes": 28
    },
    {
      "ref": "goutamrathod2247/feedback-prize-eda",
      "votes": 13
    },
    {
      "ref": "pavan9065/feedback-prize-eda-and-modeling",
      "votes": 5
    },
    {
      "ref": "thariqnugrohotomo/anomalies-in-the-training-set",
      "votes": 7
    },
    {
      "ref": "nedspnt/feedback-prize-baseline-sbert-rf-nn",
      "votes": 8
    },
    {
      "ref": "abhishekme19b069/eda-full-classification-pipeline-bert",
      "votes": 32
    },
    {
      "ref": "kalilurrahman/feedback-prize-eda-first",
      "votes": 13
    },
    {
      "ref": "brassmonkey381/feedback-prize-2021-roberta-ner-segment-training",
      "votes": 1
    },
    {
      "ref": "revathiprakash/feedback-prize-baseline-ner-pytorch-inference",
      "votes": 16
    },
    {
      "ref": "zzy990106/pytorch-ner-infer",
      "votes": 205
    },
    {
      "ref": "rnepal2/a-baseline-solution",
      "votes": 15
    },
    {
      "ref": "nbroad/line-by-line-dataset",
      "votes": 6
    },
    {
      "ref": "nbroad/feedback-prize-pre-training-pt-gpu",
      "votes": 10
    },
    {
      "ref": "prohor/check-for-intersecting-entities",
      "votes": 9
    },
    {
      "ref": "coldfir3/logistic-regression-baseline-based-on-stats-only",
      "votes": 8
    },
    {
      "ref": "travistyler/student-writing-eda-and-testing",
      "votes": 10
    },
    {
      "ref": "edwintyh/feedback-prize-eda-word-cloud",
      "votes": 3
    },
    {
      "ref": "swaralipibose/highly-indetailed-eda-observing-relation-in-data",
      "votes": 12
    },
    {
      "ref": "coldfir3/eda-w-outlier-exploration-naive-baseline",
      "votes": 38
    },
    {
      "ref": "vabatista/feedback-prize-yet-another-eda-stats-and-nlp",
      "votes": 2
    },
    {
      "ref": "darknesszx/bert-large",
      "votes": 29
    },
    {
      "ref": "serquet/eda-feedback-prize",
      "votes": 155
    },
    {
      "ref": "kishalmandal/most-detailed-eda-tf-idf-viz",
      "votes": 55
    },
    {
      "ref": "au1206/feedback-prize-the-first-glance-eda",
      "votes": 21
    },
    {
      "ref": "shanmukh05/feedback-prize-eda",
      "votes": 13
    },
    {
      "ref": "nbroad/bigbird-ner-training-pt-gpu-feedback-prize",
      "votes": 83
    },
    {
      "ref": "robikscube/student-writing-competition-twitch-stream",
      "votes": 284
    },
    {
      "ref": "lonnieqin/name-entity-recognition-with-keras",
      "votes": 37
    },
    {
      "ref": "nbroad/iob-bio-format-for-ner-feedback-prize",
      "votes": 50
    },
    {
      "ref": "soumya9977/feedback-prize-eda-and-custom-text-highlight",
      "votes": 9
    },
    {
      "ref": "karthikeya14/eda-bert",
      "votes": 13
    },
    {
      "ref": "katsuyanomura/eda-topic-of-essay",
      "votes": 49
    },
    {
      "ref": "vladlee/evaluatingwriting-eda",
      "votes": 4
    },
    {
      "ref": "nitishmalagi/studying-discourses-in-essays",
      "votes": 18
    },
    {
      "ref": "mpwolke/argumentative-writing-hit-em-with-your-best-shot",
      "votes": 33
    },
    {
      "ref": "thedrcat/feedback-prize-eda-with-displacy",
      "votes": 200
    },
    {
      "ref": "kishalmandal/pytorch-longformer-1024-train",
      "votes": 83
    },
    {
      "ref": "ilialar/feedback-prize-simple-eda",
      "votes": 87
    },
    {
      "ref": "sujataroy/beginner-eda-evaluating-student-writing",
      "votes": 2
    },
    {
      "ref": "julian3833/feedback-baseline-sentence-classifier-0-226",
      "votes": 350
    },
    {
      "ref": "docxian/feedback-price-2021-first-glance",
      "votes": 16
    },
    {
      "ref": "odins0n/feedback-prize-eda",
      "votes": 180
    }
  ]
}