Camera Ready Version

This code was submitted along with the camera ready version of the paper titled "Semi-supervised Named Entity Recognition in noisy-text" to appear in "Proceedings of the 2nd Workshop on Noisy User-generated Text at COLING 2016". Details at: http://noisy-text.github.io/2016/

Please cite as:

@INPROCEEDINGS {mishra2016_wnut_ner,
    author    = "Shubhanshu Mishra and Jana Diesner",
    title     = "Semi-supervised Named Entity Recognition in noisy-text",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text at COLING 2016",
    year      = "2016",
    month     = "dec"
}

WNUT NER 2016

Submission to WNUT NER 2016

processed 23050 tokens with 937 phrases; found: 587 phrases; correct: 268.,
accuracy:  94.06%; precision:  45.66%; recall:  28.60%; FB1:  35.17,
          company: precision:  40.00%; recall:  19.44%; FB1:  26.17  35,
         facility: precision:  37.04%; recall:  21.74%; FB1:  27.40  27,
          geo-loc: precision:  50.00%; recall:  52.47%; FB1:  51.20  170,
            movie: precision:  14.29%; recall:   5.56%; FB1:   8.00  7,
      musicartist: precision:   0.00%; recall:   0.00%; FB1:   0.00  5,
            other: precision:  31.25%; recall:  16.76%; FB1:  21.82  96,
           person: precision:  55.66%; recall:  48.36%; FB1:  51.75  212,
          product: precision:  17.65%; recall:   6.52%; FB1:   9.52  17,
       sportsteam: precision:  41.18%; recall:   6.67%; FB1:  11.48  17,
           tvshow: precision:   0.00%; recall:   0.00%; FB1:   0.00  1