############################################################
                    FIRST TOKEN EXAMPLES 
############################################################

Bios First Token, Baseline
--------------------------
Prediction: physician 
In Brazil she did her first steps in surgery. 
["[CLS]", "in", "brazil", "she", "did", "her", "first", "steps", "in", "surgery", ".", "[SEP]"]
Gradient:
    [0.00022, 0.10337, 0.09871, 0.10628, 0.05294, 0.00313, 0.08227, 0.14705, 0.02063, 0.33622, 0.01582, 0.03336]
SmoothGrad:
    [0.07843, 0.07843, 0.11765, 0.13725, 0.07843, 0.07843, 0.09804, 0.00000, 0.03922, 0.05882, 0.15686, 0.07843]
IntegratedGrad:
    [0.004, 0.021, 0.017, 0.098, 0.030, 0.222, 0.054, 0.019, 0.040, 0.083, 0.010, 0.401]


Bios First Token, Simple Combined
---------------------------------
Prediction: physician
["[CLS]", "in", "brazil", "she", "did", "her", "first", "steps", "in", "surgery", ".", "[SEP]"]
Gradient:
    [0.00014, 0.42869, 0.06263, 0.06828, 0.03373, 0.00215, 0.05222, 0.09353, 0.01299, 0.21463, 0.00999, 0.02101]
SmoothGrad:
    [0.07593, 0.20592, 0.12355, 0.08237, 0.01030, 0.02574, 0.02059, 0.08237, 0.04376, 0.16474, 0.08237, 0.08237]
IntegratedGrad:
    [0.006, 0.041, 0.009, 0.079, 0.022, 0.167, 0.037, 0.020, 0.030, 0.063, 0.020, 0.506]

############################################################
                    STOP TOKEN EXAMPLES 
############################################################

Bios Stop Token, Baseline 
-------------------------
Prediction: physician
["[CLS]", "she", "has", "had", "many", "years", "of", "experience", "and", "did", "thousands", "of", "operations", ".", "[SEP]"]
Gradient:
    [0.00235, 0.26159, 0.03713, 0.06811, 0.02078, 0.10693, 0.00844, 0.00159, 0.00714, 0.00989, 0.07130, 0.07281, 0.18179, 0.00973, 0.14041]

SmoothGrad:
    [0.05797, 0.14493, 0.04348, 0.05797, 0.11594, 0.11594, 0.02899, 0.11594, 0.08696, 0.05797, 0.11594, 0.00000, 0.00000, 0.04348, 0.01449]

IntegratedGrad:
    [0.017, 0.492, 0.015, 0.041, 0.039, 0.013, 0.010, 0.022, 0.014, 0.001, 0.092, 0.025, 0.014, 0.043, 0.162]

Bios Stop Token, Simple Combined
--------------------------------
Prediction: physician 
["[CLS]", "she", "has", "had", "many", "years", "of", "experience", "and", "did", "thousands", "of", "operations", ".", "[SEP]"]
Gradient:
    [0.00174, 0.05629, 0.00728, 0.01448, 0.00404, 0.02162, 0.07727, 0.00112, 0.44827, 0.00200, 0.01517, 0.28093, 0.03789, 0.00262, 0.02928]

SmoothGrad:
    [0.06278, 0.09865, 0.02691, 0.02242, 0.05381, 0.01794, 0.04484, 0.07175, 0.15247, 0.01794, 0.17937, 0.05381, 0.14350, 0.04484, 0.00897]

IntegratedGrad:
    [0.005, 0.588, 0.040, 0.049, 0.015, 0.011, 0.019, 0.033, 0.027, 0.005, 0.054, 0.030, 0.012, 0.013, 0.100]