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Table 1 Strings of SMILES generated as a canvas rewriting process

From: Probabilistic generative transformer language models for generative design of molecules

Canvas rewriting with 4 actions: (E, _E, E_, _E_)

Step t

Action

operation

0. $1

_E_

Replace $1 blank with _C_

1. $1 C $2

E

Replace $1 blank with C

2. C C $1

E_

Replace $1 blank with (_

3. C C ( $1

_E_

Replace $1 blank with _O_

4. C C ( $1 O $2

_E

Replace $1 blank with =

5. C C ( = O $1

E_

Replace $1 blank with )_

6. C C ( = O ) $1

E

Replace $1 blank with C

7. C C ( = O ) C