Papers by Tatiana Tsygankova
ner and pos when nothing is capitalized (D19-1)
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| Challenge: | Named entity recognition and part of speech tagging require capitalization in training. |
| Approach: | They propose to modify only the casing of the train or test data using lowercasing and truecasing methods to modify the cassing of a model with high performance on both cased and uncased text. |
| Outcome: | The proposed model improves mention detection on noisy out-of-domain Twitter data by 8%. |