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