1
Your word
measured
“she performed the surgery successfully”
Definitions come from WordNet, a hand-curated dictionary.
with success; in a successful manner
Panels 3, 4 and 5 are computed per model. Switch to see them disagree.
“she performed the surgery successfully”
Definitions come from WordNet, a hand-curated dictionary.
This is the tokenizer splitting text, not the model understanding it.
WordNet lists none for this word.
Shade shows how close the model puts each word to successfully.
WordNet lists none for this word.
Shade shows how close the model puts each word to successfully.
WordNet lists none for this word.
Shade shows how close the model puts each word to successfully.
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 successfully. 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 successfully. 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 successfully. That gap is the model’s own learned association.
These are statistical associations in the training data, not the model thinking.