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Table 1: 

Sizes and examples instances for the studied fact checking datasets (see §3).

Dataset/SizecExample
FEVER
145,449 train
999,999 dev
999,999 test 
Label: REFUTES (∈ {SUPPORTS, REFUTES, NOT ENOUGH INFO})
Claim: Sindh borders Indian states and is in India.
Evidence: [Sindh] Sindh is home to a large portion of Pakistan’s industrial sector and
contains two of Pakistan’s commercial seaports – Port Bin Qasim and the Karachi Port. 
 
Vitamin C
370,653 train
63,054 dev
55,197 test 
Label: SUPPORTS (∈ {SUPPORTS, REFUTES, NOT ENOUGH INFO})
Claim: Westlife sold more than 1 m. video albums and made over 23.5 m. sales in the UK.
Evidence: [Westlife] According to the British Phonographic Industry (BPI), Westlife has been
certified for 13 m. albums, 1.3 m. video albums, and 9.8 m. singles, with a total of more than
24 m. combined sales in the UK. 
 
HoVer
18,171 train
1818 dev
4,000 test 
Label: NOT SUPPORTED (∈ {SUPPORTS, NOT SUPPORTS=(REFUTES+NOT ENOUGH INFO)}
Claim: Reason Is Treason is the second single release from a British rock band that are not
from England. The band known for the early 90’s album Novelty are not from England either.
Evidence: [Kasabian] Kasabian are an English rock band formed in Leicester in 1997. [Jawbox]
Jawbox was an American alternative rock band from Washington, D.C., United States. [Reason
Is Treason] “Reason Is Treason” is the second single release from British rock band Kasabian.
[Novelty (album)] Novelty is an album from the early 90’s by Jawbox. 
Dataset/SizecExample
FEVER
145,449 train
999,999 dev
999,999 test 
Label: REFUTES (∈ {SUPPORTS, REFUTES, NOT ENOUGH INFO})
Claim: Sindh borders Indian states and is in India.
Evidence: [Sindh] Sindh is home to a large portion of Pakistan’s industrial sector and
contains two of Pakistan’s commercial seaports – Port Bin Qasim and the Karachi Port. 
 
Vitamin C
370,653 train
63,054 dev
55,197 test 
Label: SUPPORTS (∈ {SUPPORTS, REFUTES, NOT ENOUGH INFO})
Claim: Westlife sold more than 1 m. video albums and made over 23.5 m. sales in the UK.
Evidence: [Westlife] According to the British Phonographic Industry (BPI), Westlife has been
certified for 13 m. albums, 1.3 m. video albums, and 9.8 m. singles, with a total of more than
24 m. combined sales in the UK. 
 
HoVer
18,171 train
1818 dev
4,000 test 
Label: NOT SUPPORTED (∈ {SUPPORTS, NOT SUPPORTS=(REFUTES+NOT ENOUGH INFO)}
Claim: Reason Is Treason is the second single release from a British rock band that are not
from England. The band known for the early 90’s album Novelty are not from England either.
Evidence: [Kasabian] Kasabian are an English rock band formed in Leicester in 1997. [Jawbox]
Jawbox was an American alternative rock band from Washington, D.C., United States. [Reason
Is Treason] “Reason Is Treason” is the second single release from British rock band Kasabian.
[Novelty (album)] Novelty is an album from the early 90’s by Jawbox. 
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