1
Your word
measured
“I cannot bear his constant criticism”
Definitions come from WordNet, a hand-curated dictionary.
put up with something or somebody unpleasant
aguantar is Spanish for enduring, and every measurement below was made on that English word. Definitions come from English WordNet; Open Multilingual WordNet supplies the Spanish headword, not a Spanish definition.
Panels 3, 4 and 5 are computed per model. Switch to see them disagree.
“I cannot bear his constant criticism”
Definitions come from WordNet, a hand-curated dictionary.
This panel splits aguantar itself, not enduring — a tokenizer does not care what language it is fed. It is the only panel here that does.
This is the tokenizer splitting text, not the model understanding it.
enjoy is the dictionary opposite of enduring, yet this model puts it closer than 17 of the 19 synonyms it can score. Opposites share the sentences a word lives in, so cosine alone cannot tell them apart - which is why the dictionary seeds this list rather than the geometry.
Shade shows how close the model puts each word to enduring, 1 of 8 also appear in the dictionary. 19 of 30 dictionary synonyms are in this build; the rest have no vector to compare yet.
enjoy is the dictionary opposite of enduring, yet this model puts it closer than 15 of the 19 synonyms it can score. Opposites share the sentences a word lives in, so cosine alone cannot tell them apart - which is why the dictionary seeds this list rather than the geometry.
Shade shows how close the model puts each word to enduring, 1 of 8 also appear in the dictionary. 19 of 30 dictionary synonyms are in this build; the rest have no vector to compare yet.
This model splits enduring into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.
enjoy is the dictionary opposite of enduring, yet this model puts it closer than 10 of the 19 synonyms it can score. Opposites share the sentences a word lives in, so cosine alone cannot tell them apart - which is why the dictionary seeds this list rather than the geometry.
Shade shows how close the model puts each word to enduring, 1 of 8 also appear in the dictionary. 19 of 30 dictionary synonyms are in this build; the rest have no vector to compare yet.
Model neighbours are distributional, not dictionary synonyms. Two words can be close because they appear in similar sentences, which is why an antonym can outscore a synonym here.
This model splits enduring into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.
Scores are projections onto axes we defined from anchor words, not labels the model assigns.
These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to enduring. That gap is the model’s own learned association.
These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to enduring. That gap is the model’s own learned association.
This model splits enduring into 2 pieces, so it has no vector of its own here: this is the average of its fragments, and the results below are correspondingly rough.
These sit just outside the closest neighbours in panel 3, and no dictionary lists any of them as related to enduring. That gap is the model’s own learned association.
These are statistical associations in the training data, not the model thinking.