RT @ndiakopoulos: Word embeddings quantify 100 years of gender and ethnic stereotypes https://t.co/lh61Eg8mT9
RT @ndiakopoulos: Word embeddings quantify 100 years of gender and ethnic stereotypes https://t.co/lh61Eg8mT9
RT @ndiakopoulos: Word embeddings quantify 100 years of gender and ethnic stereotypes https://t.co/lh61Eg8mT9
RT @ndiakopoulos: Word embeddings quantify 100 years of gender and ethnic stereotypes https://t.co/lh61Eg8mT9
Word embeddings quantify 100 years of gender and ethnic stereotypes https://t.co/lh61Eg8mT9
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
Word embeddings quantify 100 years of gender and ethnic #stereotypes @nikhilgarg28 @jurafsky #CogXBriefing #artificialintelligence https://t.co/pih6JpMzBV via @Stanford
https://t.co/Dt4e4WqeaS #ai #deeplearning #nlp via @stanfordnlp
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
https://t.co/Dt4e4WqeaS #inequality #polarization via @j2bryson
More ML research like this, please, and less "we tweaked one line of TF code and here's a bunch of results on toy datasets" https://t.co/DH6DkVPgcr
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
#stanfordnlp RT CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (nikhilgarg28), Londa Schiebinger, Dan Jurafsky (jurafsky), James Zou from stanfordnlp https://t.co/U2GqHOW9TE https://t.co/DDe7iKistB
RT:machinelearnbot: RT CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (nikhilgarg28), Londa Schiebinger, Dan Jurafsky (jurafsky), James Zou from stanfordnlp https://t.co/iaMikMA18z https://t.co/R6CVaety6
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @CharlieMuirhead: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger,…
RT @j2bryson: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/prRVsqOUO6 Glad someone got to this, I haven…
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes by Nikhil Garg (@nikhilgarg28), Londa Schiebinger, Dan Jurafsky (@jurafsky), James Zou from @stanfordnlp https://t.co/hKL1I2MEXj https://t.co/Po2V4Yoe24
@AdrienRahier @seiteta Un bon article d'il y a 5 jours sur le sujet, qui utilise ce genre de techniques pour fournir une évaluation quantitative de biais sexistes et ethniques et de leurs évolutions: https://t.co/jXhWQasWvp
RT @j2bryson: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/prRVsqOUO6 Glad someone got to this, I haven…
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/prRVsqOUO6 Glad someone got to this, I haven't had time but meant to! (Haven't read yet but nice-looking figures). Wonder if it's correlated with #inequality / #polarization?
@OBrother_op @PhieLaidMignon @elo_goodbye Ce qui peut être très utile pour faire l’histoire culturelle (par exemple ici https://t.co/RJk8pLaiJQ) mais est très pernicieux dans un service de traduction automatique : non seulement les biais ne sont pas corrig
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/xaIiq85bhF
RT @Ted_Underwood: Valuable way to trace the interplay of social and cultural change. Results mostly confirm things we already (thought we)…
RT @bgoncalves: [1711.08412] Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/1RjHJz7cxz
RT @AndreiCimpian: Very cool! "The embedding captures global social shifts – e.g., the women’s movement in the 1960s and Asian immigration…
RT @Ted_Underwood: Valuable way to trace the interplay of social and cultural change. Results mostly confirm things we already (thought we)…
RT @bgoncalves: [1711.08412] Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/1RjHJz7cxz
RT @Ted_Underwood: Valuable way to trace the interplay of social and cultural change. Results mostly confirm things we already (thought we)…
RT @AndreiCimpian: Very cool! "The embedding captures global social shifts – e.g., the women’s movement in the 1960s and Asian immigration…
RT @seinecle: "Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quan…
RT @seinecle: "Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quan…
Valuable way to trace the interplay of social and cultural change. Results mostly confirm things we already (thought we) knew, b/c the goal was to validate a method. Will be up to humanists to discover new things w/ it. https://t.co/3T5HyYiiL7
RT @seinecle: "Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quan…
RT @seinecle: "Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quan…
RT @seinecle: "Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quan…
"Our framework for temporal analysis of word embedding opens up a powerful new intersection between machine learning and quantitative social science." cc @miriamkp @scott_bot @Ted_Underwood @Undercoverhist @arnicas @JSavinien @bernardforgues @melissaterras
RT @AndreiCimpian: Very cool! "The embedding captures global social shifts – e.g., the women’s movement in the 1960s and Asian immigration…
Very cool! "The embedding captures global social shifts – e.g., the women’s movement in the 1960s and Asian immigration into the U.S – and also illuminates how specific adjectives and occupations became more closely associated with certain populations over
Cool: comparing changing gender biases in word embeddings over time with ground truth data on perceptions https://t.co/B8dckevjQ8
[1711.08412] Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/1RjHJz7cxz
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
Interesting paper using NLP techniques for quantitative social science analyses. Nice to see more of these types of investigations addressing biases! Also, this is probably a good way to pick out biased news sources to raise awareness: https://t.co/VKRWNke
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @arxiv_flying: #AAAI2018 Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) https://t.co/…
RT @arxiv_flying: #AAAI2018 Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) https://t.co/…
RT @arxiv_flying: #AAAI2018 Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) https://t.co/…
RT @arxiv_flying: #AAAI2018 Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) https://t.co/…
#AAAI2018 Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) https://t.co/Sg9YNsCywu
@mgalle interesting analysis of gender (and ethnicity!) over time using embeddings. Occupation biases from embeddings seem to match census distributions rather than differ from them as in our IMDb biases... https://t.co/JJ1gW1AH2d
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
RT:machinelearnbot: RT evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes." By Nikhil Garg, Londa Schiebinger, Dan Jurafsky, James Zou URL https://t.co/Yv6FZM2gJv
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
#stanfordnlp RT evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes." By Nikhil Garg, Londa Schiebinger, Dan Jurafsky, James Zou URL https://t.co/GJCrJp9MqQ
RT @evanmiltenburg: Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes."…
"Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes", Nikhil Garg, Londa Schiebinger, Dan Jurafsky… https://t.co/SZaLWJ2Xqb
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/3rM7cmaz9y
RT @arxiv_cs_cl: https://t.co/P9jhWMb2rr Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL])…
Looks like an interesting #NLProc #EthNLP paper: "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes." By Nikhil Garg, Londa Schiebinger, Dan Jurafsky, James Zou URL https://t.co/WHZZNDDM8G
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. https://t.co/UFl65XyqXb
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/3rM7clSXKY
RT @arxiv_cscl: Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/3rM7cmaz9y
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes https://t.co/3rM7cmaz9y
https://t.co/P9jhWMb2rr Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes. (arXiv:1711.08412v1 [cs.CL]) #NLProc