Table 1 BoW and n-grams example for two document titles
From: A document classifier for medicinal chemistry publications trained on the ChEMBL corpus
Source | ChEMBL | Medline |
|---|---|---|
PubMed ID | 17994679 | 17886339 |
Original title | Discovery of biaryl anthranilides as full agonists for the high affinity niacin receptor. | Automatic prediction of protein interactions with large scale motion. |
Bag of words | Discover, biaryl, anthranilid, full, agonist, high, affin, niacin, receptor | Automat, predict, protein, interact, large, scale, motion |
Bigrams | Dicovery_of, full_agonists, high_affinity, niacin_receptor, … | Automatic_prediction, protein_interaction, large_scale, … |
Trigrams | Discovery_of_biaryl, high_affinity_niacin, affinity_niacin_receptor, … | Automatic_prediction_of, protein_interaction_with, large_scale_motion, … |