Named Entity Disambiguation for Noisy Text
Table 2: Evaluation of training steps on CoNLL-YAGO.
['CoNLL-YAGO test-b - Training Steps Eval  [BOLD] Model', 'CoNLL-YAGO test-b - Training Steps Eval  [BOLD] Micro P@1', 'CoNLL-YAGO test-b - Training Steps Eval  [BOLD] Macro P@1']
the micro and macro P@1 scores on CoNLL-YAGO test-b for the different training steps. We find that when using only the training set of CoNLL-YAGO our model is under-trained and that the domain adaptation significant boosts performance. We find that incorporating extra statistical and string features yields a small extra improvement in performance.