ResearchBenchmarksNamed Entity Recognition on GMBNamed Entity Recognition on GMBFollow97AccuracyBiLSTM88.336890.585992.83595.0841Feb 24, 2026Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallF1-ScoreBiLSTMGrammatical Feature=En...Grammatical Feature=Enabled2026.0297939493.3LSTMGrammatical Feature=En...Grammatical Feature=Enabled2026.029694.196.593.93DBNGrammatical Feature=En...Grammatical Feature=Enabled2026.0295949594BERTGrammatical Feature=En...Grammatical Feature=Enabled2026.0295969593XLNetGrammatical Feature=En...Grammatical Feature=Enabled2026.0288.67878987.48