Created
November 11, 2020 16:54
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Black-white female-male name representations in BERT
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| name | is_black | is_female | no_tokens | man-woman | actor-actress | rich-poor | right-wrong | |
|---|---|---|---|---|---|---|---|---|
| Allison | 0 | 1 | 1 | 0.007486283779144287 | 0.009950459003448486 | -0.03143346309661865 | -0.11628705263137817 | |
| Anne | 0 | 1 | 1 | 0.01351994276046753 | 0.010419964790344238 | -0.012483060359954834 | -0.07704287767410278 | |
| Carrie | 0 | 1 | 1 | 0.016272783279418945 | 0.004095137119293213 | -0.034184157848358154 | -0.12184709310531616 | |
| Emily | 0 | 1 | 1 | 0.01870173215866089 | 0.001316070556640625 | -0.035678982734680176 | -0.11799013614654541 | |
| Jill | 0 | 1 | 1 | 0.021672487258911133 | 0.008700907230377197 | -0.02917778491973877 | -0.12922751903533936 | |
| Laurie | 0 | 1 | 1 | 0.03744012117385864 | 0.009738028049468994 | -0.016129016876220703 | -0.11589521169662476 | |
| Kristen | 0 | 1 | 1 | 0.02254164218902588 | 0.002456486225128174 | -0.029145538806915283 | -0.1192706823348999 | |
| Meredith | 0 | 1 | 1 | 0.03137969970703125 | 0.014599621295928955 | -0.03397089242935181 | -0.12568223476409912 | |
| Molly | 0 | 1 | 1 | 0.03937774896621704 | 0.006252169609069824 | -0.02823418378829956 | -0.1289793848991394 | |
| Amy | 0 | 1 | 1 | 0.028771042823791504 | 0.004398226737976074 | -0.02747344970703125 | -0.1475467085838318 | |
| Claire | 0 | 1 | 1 | 0.007638096809387207 | 0.014220476150512695 | -0.03219401836395264 | -0.1081705093383789 | |
| Katie | 0 | 1 | 1 | 0.013613879680633545 | 0.010401308536529541 | -0.021641194820404053 | -0.11223405599594116 | |
| Madeline | 0 | 1 | 1 | 0.00985342264175415 | 0.0016205906867980957 | -0.03435850143432617 | -0.09604573249816895 | |
| Katelyn | 0 | 1 | 2 | 0.0038382411003112793 | 0.013324439525604248 | -0.034227848052978516 | -0.09626877307891846 | |
| Emma | 0 | 1 | 1 | 0.003317415714263916 | 0.0071089863777160645 | -0.013499736785888672 | -0.12251311540603638 | |
| Brad | 0 | 0 | 1 | 0.06432229280471802 | 0.01982969045639038 | -0.023405790328979492 | -0.11689776182174683 | |
| Brendan | 0 | 0 | 1 | 0.044677913188934326 | 0.0223085880279541 | -0.022833943367004395 | -0.10340648889541626 | |
| Geoffrey | 0 | 0 | 1 | 0.05901056528091431 | 0.014151275157928467 | -0.019019603729248047 | -0.10728621482849121 | |
| Greg | 0 | 0 | 1 | 0.06284946203231812 | 0.025706470012664795 | -0.01903700828552246 | -0.11012452840805054 | |
| Brett | 0 | 0 | 1 | 0.05337709188461304 | 0.03363603353500366 | -0.02555769681930542 | -0.09922760725021362 | |
| Jay | 0 | 0 | 1 | 0.049941182136535645 | 0.02403336763381958 | -0.0262148380279541 | -0.10971719026565552 | |
| Matthew | 0 | 0 | 1 | 0.05475336313247681 | 0.014731824398040771 | -0.012439489364624023 | -0.08539903163909912 | |
| Neil | 0 | 0 | 1 | 0.041124165058135986 | 0.03176999092102051 | -0.02366083860397339 | -0.10666769742965698 | |
| Jake | 0 | 0 | 1 | 0.06068551540374756 | 0.026189863681793213 | -0.02603048086166382 | -0.09759694337844849 | |
| Connor | 0 | 0 | 1 | 0.05420345067977905 | 0.03268313407897949 | -0.035473763942718506 | -0.0790632963180542 | |
| Tanner | 0 | 0 | 1 | 0.022527217864990234 | 0.03057074546813965 | -0.01856529712677002 | -0.09184122085571289 | |
| Wyatt | 0 | 0 | 1 | 0.03914010524749756 | 0.034886717796325684 | -0.034445762634277344 | -0.11390900611877441 | |
| Cody | 0 | 0 | 1 | 0.05741184949874878 | 0.03509873151779175 | -0.03339552879333496 | -0.101779043674469 | |
| Dustin | 0 | 0 | 1 | 0.05088937282562256 | 0.03560328483581543 | -0.025119423866271973 | -0.07008057832717896 | |
| Luke | 0 | 0 | 1 | 0.049423038959503174 | 0.03661704063415527 | -0.01930922269821167 | -0.0904461145401001 | |
| Jack | 0 | 0 | 1 | 0.05914789438247681 | 0.02655714750289917 | -0.021780669689178467 | -0.1139751672744751 | |
| Aisha | 1 | 1 | 2 | 0.04267168045043945 | -0.005278289318084717 | -0.014727294445037842 | -0.09802556037902832 | |
| Ebony | 1 | 1 | 3 | 0.04194849729537964 | 0.007368624210357666 | 0.013716518878936768 | -0.07880145311355591 | |
| Keisha | 1 | 1 | 3 | 0.04393768310546875 | 0.005583763122558594 | -0.0075511932373046875 | -0.0919417142868042 | |
| Kenya | 1 | 1 | 1 | 0.04567515850067139 | 0.013875424861907959 | 0.0162123441696167 | 0.022719383239746094 | |
| Latonya | 1 | 1 | 3 | 0.034410059452056885 | 0.004885733127593994 | -0.018184781074523926 | -0.04093807935714722 | |
| Lakisha | 1 | 1 | 3 | 0.048393070697784424 | 0.0029267072677612305 | 0.025077521800994873 | -0.06228238344192505 | |
| Latoya | 1 | 1 | 3 | 0.03960531949996948 | 0.002128422260284424 | -0.013048052787780762 | -0.07998573780059814 | |
| Tamika | 1 | 1 | 2 | 0.025895774364471436 | 0.011129438877105713 | 0.04134947061538696 | -0.0873900055885315 | |
| Imani | 1 | 1 | 2 | 0.042147278785705566 | -0.00011330842971801758 | -0.028657197952270508 | -0.08792287111282349 | |
| Shanice | 1 | 1 | 2 | 0.04942893981933594 | 0.013145089149475098 | 0.05989706516265869 | -0.07414770126342773 | |
| Aaliyah | 1 | 1 | 3 | 0.03228425979614258 | 0.006157398223876953 | 0.028491318225860596 | -0.027832746505737305 | |
| Precious | 1 | 1 | 2 | 0.03671687841415405 | 0.011157453060150146 | 0.011833250522613525 | -0.03918862342834473 | |
| Nia | 1 | 1 | 2 | 0.03233867883682251 | 0.008962392807006836 | -0.0036867856979370117 | -0.0869184136390686 | |
| Deja | 1 | 1 | 2 | 0.03521913290023804 | 0.003586709499359131 | 0.024692296981811523 | -0.06916475296020508 | |
| Diamond | 1 | 1 | 1 | 0.047643184661865234 | 0.01895231008529663 | -0.009875655174255371 | 0.011550068855285645 | |
| Latanya | 1 | 1 | 3 | 0.025170087814331055 | 0.004202425479888916 | -0.0405733585357666 | -0.058946311473846436 | |
| Latisha | 1 | 1 | 3 | 0.029738426208496094 | 0.021403729915618896 | 0.03751188516616821 | -0.05340772867202759 | |
| Darnell | 1 | 0 | 2 | 0.03350883722305298 | 0.02416670322418213 | 0.043356895446777344 | -0.09672391414642334 | |
| Hakim | 1 | 0 | 2 | 0.03614610433578491 | 0.011934220790863037 | 0.02353072166442871 | -0.07772624492645264 | |
| Jermaine | 1 | 0 | 3 | 0.04139953851699829 | 0.011470258235931396 | -0.01705801486968994 | -0.08332061767578125 | |
| Kareem | 1 | 0 | 3 | 0.05288821458816528 | 0.007578730583190918 | -0.014735817909240723 | -0.11098730564117432 | |
| Jamal | 1 | 0 | 1 | 0.034545958042144775 | 0.02629852294921875 | -0.018969178199768066 | -0.07689207792282104 | |
| Leroy | 1 | 0 | 1 | 0.04647409915924072 | 0.020621001720428467 | -0.023377299308776855 | -0.08553695678710938 | |
| Rasheed | 1 | 0 | 3 | 0.0468829870223999 | 0.004942178726196289 | -0.035021424293518066 | -0.12122106552124023 | |
| Tremayne | 1 | 0 | 3 | 0.0310211181640625 | 0.026124417781829834 | -0.011295318603515625 | -0.10411548614501953 | |
| DeShawn | 1 | 0 | 4 | 0.028992831707000732 | 0.01615387201309204 | 0.037469327449798584 | -0.08037447929382324 | |
| DeAndre | 1 | 0 | 4 | 0.02515733242034912 | 0.012975335121154785 | -0.0047830939292907715 | -0.029290318489074707 | |
| Marquis | 1 | 0 | 1 | 0.03505784273147583 | 0.01900428533554077 | -0.02618509531021118 | -0.0994490385055542 | |
| Malik | 1 | 0 | 1 | 0.044104695320129395 | 0.02102041244506836 | -0.036918461322784424 | -0.11504673957824707 | |
| Trevon | 1 | 0 | 3 | 0.020583689212799072 | 0.011281788349151611 | 0.013880133628845215 | -0.07515853643417358 | |
| Tyrone | 1 | 0 | 1 | 0.03181326389312744 | 0.016502082347869873 | 0.0008683204650878906 | -0.0727432370185852 | |
| Gergely | 0 | 0 | 4 | 0.036746442317962646 | 0.019847571849822998 | -0.012976288795471191 | -0.0704755187034607 |
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