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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 |