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Table 17 Regular expressions of extended Hearst patterns used in this study

From: Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery

No.

Pattern

1

(NP_\w+ (, )?such as (NP_\w+ ?(, )?(and \(\vert\)or )?)+)

2

(such NP_\w+ (, )?as (NP_\w+ ?(, )?(and \(\vert\)or )?)+)

3

((NP_\w+ ?(, )?)+(and \(\vert\)or )?other NP_\w+)

4

(NP_\w+ (, )?include (NP_\w+ ?(, )?(and \(\vert\)or )?)+)

5

(NP_\w+ (, )?especially (NP_\w+ ?(, )?(and \(\vert\)or )?)+)

6

((NP_\w+ ?(, )?)+(and \(\vert\)or )?any other NP_\w+)

7

((NP_\w+ ?(, )?)+(and \(\vert\)or )?some other NP_\w+)

8

((NP_\w+ ?(, )?)+(and \(\vert\)or )?be a NP_\w+)

9

(NP_\w+ (, )?like (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

10

such (NP_\w+ (, )?as (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

11

((NP_\w+ ?(, )?)+(and \(\vert\)or )?like other NP_\w+)

12

((NP_\w+ ?(, )?)+(and \(\vert\)or )?one of the NP_\w+)

13

((NP_\w+ ?(, )?)+(and \(\vert\)or )?one of these NP_\w+)

14

((NP_\w+ ?(, )?)+(and \(\vert\)or )?one of those NP_\w+)

15

example of (NP_\w+ (, )?be (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

16

((NP_\w+ ?(, )?)+(and \(\vert\)or )?be example of NP_\w+)

17

(NP_\w+ (, )?for example (, )?(NP_\w+ ?(, )?(and \(\vert\)or )?)+)

18

((NP_\w+ ?(, )?)+(and \(\vert\)or )?which be call NP_\w+)

19

((NP_\w+ ?(, )?)+(and \(\vert\)or )?which be name NP_\w+)

20

(NP_\w+ (, )?mainly (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

21

(NP_\w+ (, )?mostly (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

22

(NP_\w+ (, )?notably (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

23

(NP_\w+ (, )?particularly (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

24

(NP_\w+ (, )?principally (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

25

(NP_\w+ (, )?in particular (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

26

(NP_\w+ (, )?except (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

27

(NP_\w+ (, )?other than (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

28

(NP_\w+ (, )?e.g. (, )?(NP_\w+ ? (, )?(and \(\vert\)or )?)+)

29

(NP_\w+ \( (e.g.\(\vert\)i.e.) (, )?(NP_\w+ ? (, )?(and \(\vert\)or )?)+(\. )?\))

30

(NP_\w+ (, )?i.e. (, )?(NP_\w+ ? (, )?(and \(\vert\)or )?)+)

31

((NP_\w+ ?(, )?)+(and\(\vert\)or)? a kind of NP_\w+)

32

((NP_\w+ ?(, )?)+(and\(\vert\)or)? kind of NP_\w+)

33

((NP_\w+ ?(, )?)+(and\(\vert\)or)? form of NP_\w+)

34

((NP_\w+ ?(, )?)+(and \(\vert\)or )?which look like NP_\w+)

35

((NP_\w+ ?(, )?)+(and \(\vert\)or )?which sound like NP_\w+)

36

(NP_\w+ (, )?which be similar to (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

37

(NP_\w+ (, )?example of this be (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

38

(NP_\w+ (, )?type (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

39

((NP_\w+ ?(, )?)+(and \(\vert\)or )? NP_\w+ type)

40

(NP_\w+ (, )?whether (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

41

(compare (NP_\w+ ?(, )?)+(and \(\vert\)or )?with NP_\w+)

42

(NP_\w+ (, )?compare to (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

43

(NP_\w+ (, )?among -PRON- (NP_\w+ ? (, )?(and \(\vert\)or )?)+)

44

((NP_\w+ ?(, )?)+(and \(\vert\)or )?as NP_\w+)

45

(NP_\w+ (, )? (NP_\w+ ? (, )?(and \(\vert\)or )?)+ for instance)

46

((NP_\w+ ?(, )?)+(and\(\vert\)or)? sort of NP_\w+)

47

(NP_\w+ (, )?which may include (NP_\w+ ?(, )?(and \(\vert\)or )?)+)