child
stringlengths
2
171
parent
stringlengths
2
171
label
int64
0
1
diabetic mayonnaise
food dressing product
1
diabetic mayonnaise
dressing, lowfat
0
diabetic mayonnaise
animal product based dressing
0
diabetic mayonnaise
animal product dressing
0
diabetic mayonnaise
dressing, very low fat
0
diabetic mayonnaise
plant product dressing
0
diabetic mayonnaise
food spread
0
diabetic mayonnaise
dressing for fish
0
diabetic mayonnaise
french dressing, fat free
0
diabetic mayonnaise
dressing
0
diabetic mayonnaise
metanephrops
0
sialic acid
carbohydrate
1
sialic acid
polyol
0
sialic acid
monosaccharide
0
sialic acid
polysaccharide
0
sialic acid
available carbohydrate
0
sialic acid
alditol
0
sialic acid
chitosan
0
sialic acid
dietary fibre
0
sialic acid
oligosaccharide
0
sialic acid
polydextrose
0
sialic acid
carbohydrate acid
0
decapterus macrosoma
mackerel scads (decapterus spp)
1
decapterus macrosoma
decapterus maruadsi
0
decapterus macrosoma
decapterus tabl
0
decapterus macrosoma
decapterus koheru
0
decapterus macrosoma
decapterus russelli
0
decapterus macrosoma
decapterus muroadsi
0
decapterus macrosoma
decapterus punctatus
0
decapterus macrosoma
decapterus scombrinus
0
decapterus macrosoma
decapterus macarellus
0
decapterus macrosoma
decapterus kurroides
0
decapterus macrosoma
turkey breast (roasted)
0
calciol
d3 vitamins
1
calciol
vitamin d2
0
calciol
vitamin d4
0
calciol
vitamin d5
0
calciol
calcidiol
0
calciol
p-menthan-3-ol
0
calciol
actinopteri
0
calciol
cranberry catsup
0
calciol
selaroides leptolepis
0
calciol
engraulis
0
calciol
aequipecten glyptus
0
saurida tumbil
saurida
1
saurida tumbil
synodus saurus
0
saurida tumbil
saurida elongata
0
saurida tumbil
harpadon nehereus
0
saurida tumbil
saurida undosquamis
0
saurida tumbil
saurida filamentosa
0
saurida tumbil
woodcock meat (raw)
0
saurida tumbil
guava (dried)
0
saurida tumbil
cherry snapper (raw)
0
saurida tumbil
21330 - cooked cured (or seasoned) poultry meat (efsa foodex2)
0
saurida tumbil
cow milk sherbet food product
0
custard
custard dessert food product
1
custard
flan
0
custard
mousse mix (dry)
0
custard
rennet custard
0
custard
bavarian mousse
0
custard
custard pastry filling
0
custard
flan (artificially sweetened)
0
custard
milk pudding
0
custard
graddost cheese (semisoft, ripened)
0
custard
35650 - honeybush (efsa foodex2)
0
custard
wolffish food product
0
34970 - ground ivy infusion leaves (efsa foodex2)
34520 - strawberry infusion leaves and similar- (efsa foodex2)
1
34970 - ground ivy infusion leaves (efsa foodex2)
35150 - lemon myrtle infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
35460 - sweet trefoil infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
35040 - hemp infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
34610 - aloe leaf gel (pulp) (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
35090 - horehound infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
34940 - goat´s rue infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
34690 - buchu infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
35260 - mulberry (black and white) infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
35290 - mullein infusion leaves (efsa foodex2)
0
34970 - ground ivy infusion leaves (efsa foodex2)
34850 - echinacea infusion leaves (efsa foodex2)
0
sarsaparilla root (smilax aristolochiifolia, raw)
sarsaparilla root (smilax aristolochiifolia)
1
sarsaparilla root (smilax aristolochiifolia, raw)
myoxocephalus polyacanthocephalus
0
sarsaparilla root (smilax aristolochiifolia, raw)
caesio cuning
0
sarsaparilla root (smilax aristolochiifolia, raw)
concentration of inositol in material entity
0
sarsaparilla root (smilax aristolochiifolia, raw)
shrimp (powdered)
0
sarsaparilla root (smilax aristolochiifolia, raw)
lake trout fillet (raw)
0
sarsaparilla root (smilax aristolochiifolia, raw)
cereal and potato-based snack food
0
sarsaparilla root (smilax aristolochiifolia, raw)
hypomesus
0
sarsaparilla root (smilax aristolochiifolia, raw)
fruit paste for confectionery
0
sarsaparilla root (smilax aristolochiifolia, raw)
mango nectar
0
sarsaparilla root (smilax aristolochiifolia, raw)
dry bean pod
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
milk based product analog
1
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
milk beverage analog
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
imitation milkshake mix (dry)
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
ice cream product analog
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
imitation half and half
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
fat-water emulsion for use as a substitute for milk and cream in beverage coffee (mix)
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
imitation dairy product
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
sesame milk beverage base
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
invertebrate animal food product
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
08980 - thai basil (efsa foodex2)
0
fat-water emulsion for use as a substitute for milk and cream in beverage coffee
atlantic, southwest (fao major fishing area 41)
0
jack bean (whole, dried)
pulse food product
1

Dataset Card for FoodOn

This dataset is a collection of Mixed-hop Prediction datasets created from FoodOn's subsumption hierarchy (TBox) for evaluating hierarchy embedding models.

  • Mixed-hop Prediction: This task aims to evaluate the model’s capability in determining the existence of subsumption relationships between arbitrary entity pairs, where the entities are not necessarily seen during training. The transfer setting of this task involves training models on asserted training edges of one hierarchy testing on arbitrary entity pairs of another.

See our published paper for more detail.

Links

The information of original entity IDs is not available in the Huggingface release; To map entities back to their original hierarchies, refer to this Zenodo release.

Dataset Structure

Each subset in this dataset follows the naming convention TaskType-NegativeType-SampleStructure:

  • TaskType: Either MultiHop or MixedHop, indicating the type of hierarchy evaluation task.

In this dataset, only MixedHop is available.

  • NegativeType: Either RandomNegatives or HardNegatives, specifying the strategy used for negative sampling.

  • SampleStructure: Either Triplets or Pairs, indicating the format of the samples.

    • In Triplets, each sample is structured as (child, parent, negative).
    • In Pairs, each sample is a labelled pair (child, parent, label), where label=1 denotes a positive subsumption and label=0 denotes a negative subsumption.

For example, to load a subset for the Mixed-hop Prediction task with random negatives and samples presented as triplets, we can use the following command:

from datasets import load_dataset
dataset = load_dataset("Hierarchy-Transformers/FoodOn", "MixedHop-RandomNegatives-Triplets")

Dataset Usage

  • For evaluation, the Pairs sample structure should be adopted, as it allows for the computation of Precision, Recall, and F1 scores.

  • For training, the choice between Pairs, Triplets, or more complex sample structures depends on the model's design and specific requirements.

Citation

The relevant paper has been accepted at NeurIPS 2024 (to appear).

@article{he2024language,
  title={Language models as hierarchy encoders},
  author={He, Yuan and Yuan, Zhangdie and Chen, Jiaoyan and Horrocks, Ian},
  journal={arXiv preprint arXiv:2401.11374},
  year={2024}
}

Contact

Yuan He (yuan.he(at)cs.ox.ac.uk)

Downloads last month
46