scalable_vlm_probing / sorted_features.csv
Santiago Castro
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Feature,Significance,Data Count,Weight (abs)
Levin-change_verbs of Lingering and Rushing,9963,30,1.12
LIWC-inplace_SEXUAL,9921,10,0.88
LIWC-change_CAUSE,9887,576,0.84
LIWC-change_DISCREP,9831,6,0.83
LIWC-change_FOCUSPAST,9774,20,0.79
LIWC-inplace_PREP,9745,1,0.76
LIWC-inplace_ASSENT,9708,4,0.74
LIWC-change_ASSENT,9676,4,0.72
LIWC-inplace_ANGER,9615,218,0.7
LIWC-change_COMPARE,9561,8,0.7
LIWC-change_AUXVERB,9570,58,0.66
Levin-inplace_verbs of Concealment,9508,59,0.65
LIWC-change_CERTAIN,9433,45,0.62
Levin-change_Poke verbs,9416,3,0.61
LIWC-inplace_NONFLU,9369,1,0.59
Levin-change_Learn verbs,9299,141,0.58
LIWC-inplace_SAD,9303,69,0.56
LIWC-inplace_NUMBER,9286,42,0.52
LIWC-change_PRONOUN,9163,9,0.52
LIWC-change_IPRON,9139,8,0.52
Levin-inplace_Avoid verbs,9096,12,0.5
LIWC-inplace_FOCUSPAST,9085,20,0.5
Levin-change_verbs of Assessment,8973,34,0.48
LIWC-change_AFFECT,8928,3450,0.47
LIWC-change_FRIEND,8939,51,0.47
LIWC-change_QUANT,8891,174,0.47
LIWC-inplace_ANX,8787,117,0.46
Levin-inplace_verbs of Contact: Touch verbs,8755,247,0.45
LIWC-inplace_POSEMO,8772,2812,0.43
Levin-change_Aspectual verbs,8654,45,0.41
LIWC-change_MONEY,8636,304,0.4
LIWC-change_POSEMO,8596,2812,0.39
LIWC-change_SEXUAL,8494,10,0.39
Levin-inplace_Engendered verbs,8508,2,0.38
LIWC-inplace_ARTICLE,8442,46,0.38
LIWC-inplace_AFFECT,8364,3450,0.38
LIWC-change_MALE,8355,2357,0.38
LIWC-change_FEMALE,8308,3521,0.38
Levin-inplace_Aspectual verbs,8253,45,0.38
LIWC-change_FUNCTION,8296,126,0.36
LIWC-change_FEEL,8210,608,0.36
LIWC-inplace_NETSPEAK,8124,174,0.36
LIWC-inplace_FOCUSFUTURE,8058,141,0.35
LIWC-change_TIME,8022,386,0.34
Levin-change_verbs of Separating and Disassembling,8037,866,0.34
LIWC-inplace_INSIGHT,7963,103,0.34
Levin-change_verbs of Desire,7994,52,0.33
Levin-change_verbs of Contact: Touch verbs,7889,247,0.32
Levin-inplace_Learn verbs,7798,141,0.32
LIWC-change_SEE,7811,1624,0.32
LIWC-inplace_CERTAIN,7821,45,0.32
LIWC-change_REWARD,7709,915,0.32
Levin-inplace_verbs of Body-Internal Motion,7658,182,0.3
Levin-inplace_verbs of Lingering and Rushing,7617,30,0.3
LIWC-change_RISK,7630,138,0.3
LIWC-change_NETSPEAK,7517,174,0.3
LIWC-change_COGPROC,7552,854,0.29
LIWC-change_DEATH,7439,236,0.29
LIWC-change_ANX,7362,117,0.29
Levin-change_verbs of Contact by Impact,7375,731,0.28
LIWC-inplace_HEAR,7393,634,0.28
"Levin-change_verbs of Appearance, Disappearance, and Occurrence",7351,1255,0.27
LIWC-change_SAD,7139,69,0.27
LIWC-change_NEGEMO,7165,638,0.27
LIWC-change_AFFILIATION,7041,1865,0.26
Levin-change_verbs of Coloring,7116,127,0.26
LIWC-change_RELATIV,7012,22692,0.25
LIWC-change_NUMBER,7029,42,0.25
LIWC-change_SOCIAL,6916,10553,0.24
LIWC-change_INFORMAL,6907,946,0.23
LIWC-change_INGEST,6890,591,0.23
LIWC-change_PERCEPT,6912,2975,0.23
LIWC-inplace_MONEY,6783,304,0.23
Levin-inplace_verbs of Separating and Disassembling,6814,866,0.23
LIWC-change_ADVERB,6719,12,0.23
Levin-change_verbs of Exerting Force: Push/Pull Verbs,6650,326,0.23
Levin-change_verbs of Ingesting,6587,282,0.21
Levin-change_Lodge verbs,6543,39,0.21
Levin-inplace_verbs of Contact by Impact,6538,731,0.21
Levin-change_Judgement verbs,6434,676,0.21
LIWC-inplace_DISCREP,6491,6,0.21
Levin-inplace_Measure verbs,6484,3268,0.2
LIWC-inplace_AUXVERB,6315,58,0.2
LIWC-inplace_DRIVES,6213,4711,0.19
LIWC-inplace_TENTAT,6219,126,0.19
LIWC-change_FILLER,6226,769,0.19
Levin-inplace_verbs of Killing,6132,313,0.19
Levin-change_verbs of Change of State,6087,2521,0.19
Levin-inplace_verbs of Communication,6100,1469,0.19
LIWC-inplace_INFORMAL,6111,946,0.19
LIWC-change_POWER,6023,1532,0.19
LIWC-change_MOTION,5980,14245,0.18
Levin-change_verbs of Body-Internal Motion,5836,182,0.18
Levin-change_verbs of Perception,5876,1148,0.18
LIWC-change_TENTAT,5856,126,0.16
LIWC-change_INSIGHT,5841,103,0.16
LIWC-inplace_SOCIAL,5731,10553,0.16
LIWC-inplace_COMPARE,5751,8,0.16
Levin-change_verbs of Communication,5604,1469,0.16
Levin-inplace_verbs of Creation and Transformation,5566,6991,0.15
Levin-inplace_verbs of Ingesting,5449,282,0.15
Levin-change_verbs of Killing,5455,313,0.15
Levin-change_verbs of Cutting,5509,242,0.15
Levin-inplace_Lodge verbs,5463,39,0.14
LIWC-inplace_QUANT,5460,174,0.14
LIWC-inplace_FUNCTION,5344,126,0.14
LIWC-inplace_ADJ,5297,227,0.14
Levin-inplace_verbs of Throwing,5251,1135,0.14
Levin-change_Image Creation verbs,5167,369,0.14
Levin-inplace_verbs of Exerting Force: Push/Pull Verbs,5196,326,0.14
Levin-inplace_verbs of Perception,5152,1148,0.13
Levin-change_Weather verbs,5204,281,0.13
Levin-inplace_verbs of Psychological State,5067,4847,0.13
LIWC-change_HEALTH,4957,570,0.13
LIWC-inplace_POWER,4979,1532,0.13
LIWC-inplace_TIME,4773,386,0.13
Levin-change_verbs of Psychological State,4893,4847,0.13
LIWC-inplace_DEATH,4772,236,0.13
Levin-change_verbs of Combining and Attaching,4780,468,0.12
LIWC-change_VERB,4728,20331,0.12
Levin-inplace_verbs of Sounds Made by Animals,4735,200,0.12
Levin-inplace_verbs of Assuming a Position,4641,11038,0.12
LIWC-inplace_AFFILIATION,4602,1865,0.12
Levin-change_verbs of Creation and Transformation,4634,6991,0.11
Levin-inplace_verbs of Existence,4410,18879,0.11
LIWC-inplace_SEE,4422,1624,0.11
Levin-change_verbs of Emission,4328,706,0.1
Levin-inplace_verbs of Combining and Attaching,4390,468,0.1
"Levin-inplace_verbs of Appearance, Disappearance, and Occurrence",4313,1255,0.1
Levin-change_verbs of Social Interaction,4205,2385,0.1
LIWC-inplace_FAMILY,4226,678,0.09
LIWC-inplace_BIO,4215,1771,0.09
LIWC-change_HEAR,4096,634,0.09
Levin-change_verbs of Sounds Made by Animals,4114,200,0.08
LIWC-inplace_FRIEND,4081,51,0.08
Levin-change_verbs of Assuming a Position,3972,11038,0.08
Levin-inplace_Image Creation verbs,3969,369,0.08
Levin-change_Measure verbs,3882,3268,0.08
LIWC-change_BIO,3829,1771,0.08
LIWC-inplace_HOME,3727,1069,0.08
Levin-change_verbs of Motion,3769,13285,0.08
Levin-inplace_verbs of Removing,3757,1431,0.07
LIWC-inplace_INGEST,3784,591,0.07
LIWC-inplace_BODY,3688,900,0.07
Levin-change_verbs of Removing,3557,1431,0.07
LIWC-inplace_NEGEMO,3464,638,0.07
LIWC-inplace_MALE,3565,2357,0.07
Levin-inplace_verbs of Grooming and Bodily Care,3545,831,0.07
Levin-change_verbs of Grooming and Bodily Care,3369,831,0.07
Levin-inplace_Judgement verbs,3424,676,0.07
Levin-inplace_verbs of Emission,3388,706,0.07
LIWC-change_ANGER,3319,218,0.06
Levin-inplace_verbs of Change of Possession,3211,2096,0.06
LIWC-inplace_ACHIEV,3156,1437,0.06
_concret-inplace,3192,33799,0.06
Levin-inplace_verbs of Coloring,3188,127,0.06
_POS-o,3136,7003,0.06
LIWC-change_WORK,3059,1662,0.06
LIWC-inplace_ADVERB,2935,12,0.06
_concret-change,2918,33799,0.06
LIWC-change_HOME,2919,1069,0.06
LIWC-change_BODY,2851,900,0.06
LIWC-inplace_MOTION,2807,14245,0.06
LIWC-change_FAMILY,2736,678,0.05
Levin-inplace_verbs of Desire,2726,52,0.05
Levin-change_Avoid verbs,2684,12,0.05
LIWC-change_DRIVES,2647,4711,0.05
LIWC-inplace_HEALTH,2591,570,0.05
_cosine-sim,2514,33799,0.05
Levin-change_verbs of Change of Possession,2523,2096,0.05
Levin-inplace_verbs of Motion,2462,13285,0.05
LIWC-inplace_FILLER,2399,769,0.05
Levin-inplace_Hold and Keep verbs,2299,1496,0.05
Levin-inplace_verbs of Sending and Carrying,2293,2938,0.04
LIWC-change_ACHIEV,2246,1437,0.04
Levin-inplace_Weather verbs,2266,281,0.04
Levin-change_verbs of Existence,2157,18879,0.04
LIWC-inplace_RISK,2106,138,0.04
LIWC-change_SPACE,2096,8039,0.04
LIWC-change_LEISURE,2072,6089,0.04
LIWC-inplace_FEEL,2017,608,0.03
LIWC-inplace_LEISURE,2005,6089,0.03
Levin-inplace_verbs of Cutting,1993,242,0.03
Levin-inplace_verbs of Searching,1843,1043,0.03
Levin-change_verbs of Sending and Carrying,1853,2938,0.03
Levin-change_verbs of Searching,1836,1043,0.03
LIWC-inplace_FOCUSPRESENT,1782,19781,0.03
_POS-s,1711,5264,0.03
Levin-inplace_verbs Involving the Body,1711,3582,0.02
LIWC-inplace_CAUSE,1633,576,0.02
Levin-inplace_verbs of Change of State,1575,2521,0.02
LIWC-inplace_PERCEPT,1557,2975,0.02
LIWC-inplace_PRONOUN,1430,9,0.02
LIWC-inplace_IPRON,1373,8,0.02
Levin-change_verbs of Concealment,1346,59,0.02
Levin-change_verbs with Predicative Complements,1388,3424,0.02
LIWC-change_FOCUSFUTURE,1312,141,0.02
Levin-change_Hold and Keep verbs,1308,1496,0.01
Levin-change_verbs of Throwing,1235,1135,0.01
Levin-change_verbs of Putting,1145,12063,0.01
Levin-inplace_verbs of Social Interaction,1079,2385,0.01
LIWC-inplace_SPACE,1102,8039,0.01
LIWC-inplace_VERB,1084,20331,0.01
LIWC-change_FOCUSPRESENT,1010,19781,0.01
Levin-inplace_verbs of Putting,967,12063,0.01
LIWC-inplace_REWARD,915,915,0.01
LIWC-inplace_FEMALE,840,3521,0.01
LIWC-inplace_COGPROC,799,854,0.01
Levin-change_verbs Involving the Body,736,3582,0.0
LIWC-inplace_RELATIV,748,22692,0.0
Levin-inplace_verbs of Assessment,682,34,0.0
LIWC-inplace_WORK,657,1662,0.0
Levin-inplace_verbs with Predicative Complements,592,3424,0.0
_POS-v,579,21532,0.0
LIWC-change_ADJ,539,227,0.0
LIWC-inplace_RELIG,502,2,0.0
LIWC-change_ARTICLE,489,46,0.0
LIWC-inplace_PPRON,483,1,0.0
LIWC-change_YOU,483,1,0.0
LIWC-change_RELIG,472,2,0.0
LIWC-inplace_YOU,448,1,0.0
LIWC-change_PREP,515,1,0.0
Levin-change_Engendered verbs,443,2,0.0
LIWC-change_PPRON,462,1,0.0
LIWC-change_NONFLU,489,1,0.0
Levin-inplace_Poke verbs,451,3,0.0