| Chemprot Relation Classification Dataset | |
| https://github.com/yueyu1030/COSINE/tree/main/data/chemprot | |
| # Labels | |
| "0": "Part of", | |
| "1": "Regulator", | |
| "2": "Upregulator", | |
| "3": "Downregulator", | |
| "4": "Agonist", | |
| "5": "Antagonist", | |
| "6": "Modulator", | |
| "7": "Cofactor", | |
| "8": "Substrate/Product", | |
| "9": "NOT" | |
| # Labeling Functions | |
| ## Part of | |
| @labeling_function() | |
| def lf_amino_acid(x): | |
| return 1 if 'amino acid' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_replace(x): | |
| return 1 if 'replace' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_mutant(x): | |
| return 1 if 'mutant' in x.sentence.lower() or 'mutat' in x.sentence.lower() else ABSTAIN | |
| ## Regulator | |
| @labeling_function() | |
| def lf_bind(x): | |
| return 2 if 'bind' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_interact(x): | |
| return 2 if 'interact' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_affinity(x): | |
| return 2 if 'affinit' in x.sentence.lower() else ABSTAIN | |
| ## Upregulator | |
| # Activator | |
| @labeling_function() | |
| def lf_activate(x): | |
| return 3 if 'activat' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_increase(x): | |
| return 3 if 'increas' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_induce(x): | |
| return 3 if 'induc' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_stimulate(x): | |
| return 3 if 'stimulat' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_upregulate(x): | |
| return 3 if 'upregulat' in x.sentence.lower() else ABSTAIN | |
| ## Downregulator | |
| @labeling_function() | |
| def lf_downregulate(x): | |
| return 4 if 'downregulat' in x.sentence.lower() or 'down-regulat' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_reduce(x): | |
| return 4 if 'reduc' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_inhibit(x): | |
| return 4 if 'inhibit' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_decrease(x): | |
| return 4 if 'decreas' in x.sentence.lower() else ABSTAIN | |
| ## Agonist | |
| @labeling_function() | |
| def lf_agonist(x): | |
| return 5 if ' agoni' in x.sentence.lower() or "\tagoni" in x.sentence.lower() else ABSTAIN | |
| ## Antagonist | |
| @labeling_function() | |
| def lf_antagonist(x): | |
| return 6 if 'antagon' in x.sentence.lower() else ABSTAIN | |
| ## Modulator | |
| @labeling_function() | |
| def lf_modulate(x): | |
| return 7 if 'modulat' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_allosteric(x): | |
| return 7 if 'allosteric' in x.sentence.lower() else ABSTAIN | |
| ## Cofactor | |
| @labeling_function() | |
| def lf_cofactor(x): | |
| return 8 if 'cofactor' in x.sentence.lower() else ABSTAIN | |
| ## Substrate/Product | |
| @labeling_function() | |
| def lf_substrate(x): | |
| return 9 if 'substrate' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_transport(x): | |
| return 9 if 'transport' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_catalyze(x): | |
| return 9 if 'catalyz' in x.sentence.lower() or 'catalys' in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_product(x): | |
| return 9 if "produc" in x.sentence.lower() else ABSTAIN | |
| @labeling_function() | |
| def lf_convert(x): | |
| return 9 if "conver" in x.sentence.lower() else ABSTAIN | |
| ## NOT | |
| @labeling_function() | |
| def lf_not(x): | |
| return 10 if 'not' in x.sentence.lower() else ABSTAIN |