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Table 6: 

Case study of labels on which LITE improves MLMET or MLMET outperforms LITE. Correct predictions are in blue and * indicates the representative label words for the discussed pattern.

InputTrue LabelsPrediction
LITE exceeds MLMET (a) The University of California communications major gave her mother a fitting present, surprising herself by winning the 50-meter backstroke gold medal. athlete, person, swimmer*, contestant, scholar, child LITE: athlete, person, swimmer*, female, student, winner
MLMET: athlete, person, child, adult, female, mother, woman 
(b) The apology is being viewed as a watershed in Australia , with major television networks airing it live and crowd gathering around huge screens in the city. event, apology*, plea, regret LITE: event, apology*, ceremony, happening, concept
MLMET: event, message 
(c) A drawing table is also sometimes called a mechanical desk because, for several centuries, most mechanical desks were drawing tables. object, desk, furniture*, board, desk, table LITE: object, desk, furniture*
MLMET: object, desk, computer 
MLMET exceeds LITE (d) He attended the University of Virginia, where he played basketball and baseball; his brother Bill also played baseball for the University. basketball*, baseball, fun, action, activity, contact sport, game, sport, athletics, ball game, ball, event LITE: activity, game, sport, event, ball game, ball, athletics
MLMET: activity, game, sport, event, basketball* 
(e) The manner in which it was confirmed however smacked of an acrimonious end to the relationship between club and player with Chelsea. manner*, way, concept, style, method LITE: event
MLMET: manner*, event 
InputTrue LabelsPrediction
LITE exceeds MLMET (a) The University of California communications major gave her mother a fitting present, surprising herself by winning the 50-meter backstroke gold medal. athlete, person, swimmer*, contestant, scholar, child LITE: athlete, person, swimmer*, female, student, winner
MLMET: athlete, person, child, adult, female, mother, woman 
(b) The apology is being viewed as a watershed in Australia , with major television networks airing it live and crowd gathering around huge screens in the city. event, apology*, plea, regret LITE: event, apology*, ceremony, happening, concept
MLMET: event, message 
(c) A drawing table is also sometimes called a mechanical desk because, for several centuries, most mechanical desks were drawing tables. object, desk, furniture*, board, desk, table LITE: object, desk, furniture*
MLMET: object, desk, computer 
MLMET exceeds LITE (d) He attended the University of Virginia, where he played basketball and baseball; his brother Bill also played baseball for the University. basketball*, baseball, fun, action, activity, contact sport, game, sport, athletics, ball game, ball, event LITE: activity, game, sport, event, ball game, ball, athletics
MLMET: activity, game, sport, event, basketball* 
(e) The manner in which it was confirmed however smacked of an acrimonious end to the relationship between club and player with Chelsea. manner*, way, concept, style, method LITE: event
MLMET: manner*, event 
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