RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
A great recent paper by @jw_lockhart in @NatureHumBehav reports on the problems of algorithmically inferring names https://t.co/MceNZQepfr
Unfortunately there's no analysis of how common the misgendering of people "googling scientists and just guessing" is, so the harm implicit in the Australian gender disparities in funding research is still unknown 🙃 https://t.co/rBcXwrbnii
RT @jaimejcoon: Incredible article - one I've been waiting to see! "By definition, automatic gender inference is wrong for all 139 non-bin…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
A drawback is we either fail to capture minority subgroups, because of lacking resources, or may disproportionately miscategorize them through name matching, as extensively discussed in recent work. We build on this paper's suggestions in this work. 7/ htt
@ashleepearson_ reserve "perceived gender" for methods in which participants ascribe gender based on names. This recent article provides an excellent discussion of demographic inference tools. As they recommend in principle #2, we're "cautious" in using
@jw_lockhart Article here: https://t.co/7msbYpzMpR
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @CASBSStanford: NEW PUB @NatureHumBehav by CASBS fellow @ChristinMunsch & coauthors advances principles for avoiding inequalities produ…
NEW PUB @NatureHumBehav by CASBS fellow @ChristinMunsch & coauthors advances principles for avoiding inequalities produced by gender & race/ethnicity ascription tools "Name-based Demographic Inference and the Unequal Distribution of Misrecognitio
Update. "We compared self-identified demographics with name-based imputation [tools]…We found substantial inequalities in how these tools misgender & misrecognize the race/ethnicity of authors. https://t.co/yBfPwSRKB3
RT @YulinYuResearch: A very creative approach to empirically study algorithm bias, and it targets such as a well concern issues in computat…
@NatureHumBehav re: big-data making demographic inferences "We found substantial inequalities in how these tools misgender and misrecognize the race/ethnicity of authors, distributing erroneous ascriptions unevenly among other demographic traits" https:/
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
RT @UM_PSC: Congratulations to @UM_PSC alum @jw_lockhart @UChicagoSoc and coauthors @mollymking and @ChristinMunsch for their @NatureHumBeh…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @meharpist: This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to…
This is a very important finding that should be taken to account when interpreting any studies that use algorithmic tools to infer race, ethnicity or gender based on name alone
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
Incredible article - one I've been waiting to see! "By definition, automatic gender inference is wrong for all 139 non-binary scholars in our sample. The algorithm was wrong 3.5x more for women than men, and...Chinese women have error rates over 43%" http
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
RT @NatureHumBehav: Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized…
Interesting thread on #AI & #research: “We found substantial inequalities in how these tools misgender & misrecognize the race/ethnicity of authors, distributing erroneous ascriptions unevenly among other demographic traits.” #academia #AcademicCha
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
Algorithmic gender and race/ethnicity inference tools based on author names have very high error rates in marginalized communities. This may result in misleading results in computational social science and sociology projects: https://t.co/QjoVjr3M9P
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @YulinYuResearch: A very creative approach to empirically study algorithm bias, and it targets such as a well concern issues in computat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
Name-based demographic inference and the unequal distribution of misrecognition https://t.co/coKEe78L4j (https://t.co/B6CnucgIwV)
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
This is fascinating and important.
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…
RT @mollymking: Happy to announce my new article - out today - in @NatureHumBehav with @jw_lockhart and @ChristinMunsch on the empirical im…
RT @jw_lockhart: Ahh congratulations to my coauthors!! It's publication day for our new @NatureHumBehav article! Our work has big implicat…