1
Your word
measured
“my sister married a musician”
Definitions come from WordNet, a hand-curated dictionary.
a female person who has the same parents as another person
Panels 3, 4 and 5 are computed per model. Switch to see them disagree.
“my sister married a musician”
Definitions come from WordNet, a hand-curated dictionary.
This is the tokenizer splitting text, not the model understanding it.
brother is the dictionary opposite of sister, yet this model puts it closer than every one of the 3 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 sister.
brother is the dictionary opposite of sister, yet this model puts it closer than every one of the 3 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 sister.
brother is the dictionary opposite of sister, yet this model puts it closer than every one of the 3 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 sister.
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.
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 sister. 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 sister. 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 sister. That gap is the model’s own learned association.
These are statistical associations in the training data, not the model thinking.