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

NLI, First token, Combined
--------------------------
["[CLS]", "two", "men", "are", "shouting", ".", "[SEP]", "two", "men", "are", "quiet", ".", "[SEP]"]
Gradient: 
    [0.00056, 0.99500, 0.00021, 0.00005, 0.00148, 0.00046, 0.00020, 0.00014, 0.00048, 0.00061, 0.00018, 0.00016, 0.00048]
SmoothGrad: 
    [0.00868, 0.96652, 0.00038, 0.00038, 0.01207, 0.00264, 0.00057, 0.00566, 0.00000, 0.00151, 0.00000, 0.00085, 0.00075]
InteGrad: 
    [0.021, 0.039, 0.011, 0.050, 0.138, 0.025, 0.030, 0.040, 0.024, 0.049, 0.373, 0.086, 0.115]

NLI, First token, Simple Combined
---------------------------------
["[CLS]", "two", "men", "are", "shouting", ".", "[SEP]", "two", "men", "are", "quiet", ".", "[SEP]"]
Gradient: 
    [0.00166, 0.93144, 0.00141, 0.00086, 0.03048, 0.00065, 0.00265, 0.00316, 0.00242, 0.00117, 0.01931, 0.00456, 0.00022]
SmoothGrad: 
    [0.00276, 0.54621, 0.00552, 0.00828, 0.07724, 0.05517, 0.00552, 0.00000, 0.01103, 0.01241, 0.22069, 0.04414, 0.01103]
InteGrad: 
    [0.016, 0.053, 0.038, 0.066, 0.204, 0.019, 0.052, 0.085, 0.041, 0.051, 0.248, 0.059, 0.068]
    
NLI, First token, Baseline
--------------------------
["[CLS]", "two", "men", "are", "shouting", ".", "[SEP]", "two", "men", "are", "quiet", ".", "[SEP]"]
Gradient: 
    [0.01299, 0.08869, 0.01355, 0.00762, 0.42750, 0.00324, 0.03869, 0.03408, 0.03378, 0.01784, 0.25169, 0.06468, 0.00564]
SmoothGrad: 
    [0.09091, 0.02797, 0.09790, 0.00000, 0.00000, 0.02797, 0.06294, 0.04895, 0.04196, 0.02797, 0.55944, 0.01399, 0.00000]
InteGrad: 
    [0.026, 0.065, 0.021, 0.054, 0.170, 0.047, 0.026, 0.095, 0.065, 0.111, 0.239, 0.034, 0.048]
    

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

NLI, Stop token, Combined
-------------------------
["[CLS]", "a", "large", ",", "gray", "elephant", "walked", "beside", "a", "herd", "of", "zebra", "##s", ".", "[SEP]", "the", "elephant", "was", "lost", ".", "[SEP]"]
Gradient: 
    [0.00087, 0.42126, 0.00309, 0.00252, 0.00166, 0.01064, 0.00002, 0.00136, 0.33333, 0.00610, 0.00176, 0.00975, 0.00058, 0.00303, 0.00175, 0.18156, 0.00444, 0.00130, 0.01100, 0.00207, 0.00190]
SmoothGrad:
    [0.02135, 0.18684, 0.00610, 0.00000, 0.00534, 0.07931, 0.00610, 0.02593, 0.39276, 0.03661, 0.01087, 0.00610, 0.00381, 0.01811, 0.04576, 0.10067, 0.01830, 0.00153, 0.01220, 0.00248, 0.01983]
InteGrad:
    [0.014, 0.012, 0.012, 0.000, 0.022, 0.011, 0.064, 0.044, 0.018, 0.007, 0.036, 0.046, 0.015, 0.012, 0.408, 0.023, 0.013, 0.027, 0.178, 0.001, 0.039]

NLI, Stop Token, Simple Combined
--------------------------------
["[CLS]", "a", "large", ",", "gray", "elephant", "walked", "beside", "a", "herd", "of", "zebra", "##s", ".", "[SEP]", "the", "elephant", "was", "lost", ".", "[SEP]"]
Gradient:
    [0.00311, 0.37033, 0.00175, 0.00658, 0.00801, 0.02334, 0.00544, 0.00302, 0.29194, 0.00098, 0.00230, 0.01916, 0.00064, 0.00334, 0.00740, 0.17321, 0.03342, 0.00029, 0.02715, 0.00959, 0.00900]
SmoothGrad:
    [0.03726, 0.06003, 0.01656, 0.00983, 0.05796, 0.00414, 0.01656, 0.01100, 0.25514, 0.03933, 0.01449, 0.03312, 0.00828, 0.00414, 0.01604, 0.14284, 0.06624, 0.13249, 0.06624, 0.00414, 0.00414]
InteGrad:
    [0.036, 0.000, 0.010, 0.020, 0.007, 0.029, 0.043, 0.028, 0.013, 0.023, 0.026, 0.001, 0.025, 0.034, 0.346, 0.002, 0.087, 0.013, 0.227, 0.023, 0.008]

NLI, Stop Token, Baseline
-------------------------
["[CLS]", "a", "large", ",", "gray", "elephant", "walked", "beside", "a", "herd", "of", "zebra", "##s", ".", "[SEP]", "the", "elephant", "was", "lost", ".", "[SEP]"]
Gradient:
    [0.01575, 0.00019, 0.01002, 0.03683, 0.04548, 0.13126, 0.03090, 0.01635, 0.00946, 0.00678, 0.01708, 0.10861, 0.00355, 0.01860, 0.04160, 0.06159, 0.18931, 0.00019, 0.15150, 0.05420, 0.05075]
SmoothGrad:
    [0.01426, 0.00357, 0.08556, 0.00357, 0.02852, 0.01426, 0.08556, 0.01070, 0.01070, 0.01426, 0.01070, 0.08556, 0.02496, 0.01604, 0.00000, 0.02139, 0.17112, 0.11408, 0.22816, 0.01426, 0.04278]
InteGrad: 
    [0.040, 0.019, 0.032, 0.018, 0.018, 0.000, 0.062, 0.043, 0.005, 0.040, 0.032, 0.017, 0.031, 0.018, 0.086, 0.001, 0.104, 0.019, 0.374, 0.022, 0.021]