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Table 5: 

Examples comparing the Uniform and Temporal models on TempLAMA. The former frequently predicts a more common or newsworthy answer from the range of the training data, without taking the year into account.

InputYearUniformTemporal
__X__ is the chair of Federal Reserve System. 2019 Janet L. Yellen Jerome Powell 
Nigel Farage is a member of the __X__. 2019 UK Independence Party Brexit Party 
Mark Sanford holds the position of __X__. 2017 Governor of South Carolina United States representative 
__X__ is the head of the government of New York City. 2016 Michael Bloomberg Bill de Blasio 
__X__ is the head coach of Real Madrid CF. 2015 Zinedine Zidane Carlo Ancelotti 
Theresa May holds the position of __X__. 2014 Prime Minister of Great Britain Home Secretary 
Peyton Manning plays for __X__. 2014 Indianapolis Colts Denver Broncos 
__X__ is the head of the government of United Kingdom. 2011 Theresa May David Cameron 
Marissa Mayer works for __X__. 2011 Yahoo Google 
Rahm Emanuel holds the position of __X__. 2010 Mayor of Chicago White House Chief of Staff 
InputYearUniformTemporal
__X__ is the chair of Federal Reserve System. 2019 Janet L. Yellen Jerome Powell 
Nigel Farage is a member of the __X__. 2019 UK Independence Party Brexit Party 
Mark Sanford holds the position of __X__. 2017 Governor of South Carolina United States representative 
__X__ is the head of the government of New York City. 2016 Michael Bloomberg Bill de Blasio 
__X__ is the head coach of Real Madrid CF. 2015 Zinedine Zidane Carlo Ancelotti 
Theresa May holds the position of __X__. 2014 Prime Minister of Great Britain Home Secretary 
Peyton Manning plays for __X__. 2014 Indianapolis Colts Denver Broncos 
__X__ is the head of the government of United Kingdom. 2011 Theresa May David Cameron 
Marissa Mayer works for __X__. 2011 Yahoo Google 
Rahm Emanuel holds the position of __X__. 2010 Mayor of Chicago White House Chief of Staff 
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