Table 12 Prediction results for each method for the rare noun phrase “tempestuousness” (appearing once in the corpus)
From: Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery
Model | Predicted |
|---|---|
Gold | Turbulence\(^\star\), State\(^\star\), Disorder\(^\star\), Weather condition\(^\star\), Weather\(^\star\), Atmospheric phenomenon\(^\star\), Physical phenomenon\(^\star\), Natural phenomenon\(^\star\), Phenomenon\(^\star\) |
Proposed | Phenomenon\(^\star\), dislike, emotional state, Physical phenomenon\(^\star\), Atmospheric phenomenon\(^\star\), experience, circumstance, State\(^\star\), motion, Natural phenomenon\(^\star\), Weather condition\(^\star\), sensation, badness Convergence, binary relation |
RMM | Person, others, personality, another, upon, oneself, life, necessarily, relate, Solely, become, intellectual, must, one, personal |
SPON | Specifications, constructed structure, town, city, technical specification, Movement, locale, person, State\(^\star\), single-valued function, Phenomenon\(^\star\), instrument, Physical phenomenon\(^\star\), animal, form |