[
  {
    "F1 score": 96.72,
    "code_links": [
      {
        "title": "zalandoresearch/flair",
        "url": "https://github.com/zalandoresearch/flair"
      }
    ],
    "date": "2018-08-01",
    "date2": 20180801,
    "model": "Flair embeddings",
    "paper": {
      "title": "Contextual String Embeddings for Sequence Labeling",
      "url": "https://cknow.io/lib/62110e2244f49323"
    },
    "paper_data_uoa": "62110e2244f49323"
  },
  {
    "F1 score": 95.77,
    "code_links": [
      {
        "title": "rubythonode/joint-many-task-model",
        "url": "https://github.com/rubythonode/joint-many-task-model"
      },
      {
        "title": "hassyGo/charNgram2vec",
        "url": "https://github.com/hassyGo/charNgram2vec"
      }
    ],
    "date": "2016-11-05",
    "date2": 20161105,
    "model": "JMT",
    "paper": {
      "title": "A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks",
      "url": "https://cknow.io/lib/1cb895648ea08015"
    },
    "paper_data_uoa": "1cb895648ea08015"
  },
  {
    "F1 score": 95.57,
    "code_links": [],
    "date": "2016-08-01",
    "date2": 20160801,
    "model": "Low supervision",
    "paper": {
      "title": "Deep multi-task learning with low level tasks supervised at lower layers",
      "url": "https://cknow.io/lib/88999e402f278925"
    },
    "paper_data_uoa": "88999e402f278925"
  },
  {
    "F1 score": 95.29,
    "code_links": [],
    "date": "2018-10-29",
    "date2": 20181029,
    "model": "IntNet + BiLSTM-CRF",
    "paper": {
      "title": "Learning Better Internal Structure of Words for Sequence Labeling",
      "url": "https://cknow.io/lib/1ec442c8115f45ee"
    },
    "paper_data_uoa": "1ec442c8115f45ee"
  },
  {
    "F1 score": 95.06,
    "code_links": [
      {
        "title": "jiesutd/NCRFpp",
        "url": "https://github.com/jiesutd/NCRFpp"
      },
      {
        "title": "jiesutd/PyTorchSeqLabel",
        "url": "https://github.com/jiesutd/PyTorchSeqLabel"
      }
    ],
    "date": "2018-06-14",
    "date2": 20180614,
    "model": "NCRF++",
    "paper": {
      "title": "NCRF++: An Open-source Neural Sequence Labeling Toolkit",
      "url": "https://cknow.io/lib/6bf0d4cfd83a7d26"
    },
    "paper_data_uoa": "6bf0d4cfd83a7d26"
  }
]