https://representation.ai/blog daily 0.75 2020-03-31 https://representation.ai/blog/2017/political-vector-projector monthly 0.5 2019-03-09 https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1501098478852-IDZM35Q6PQ2IF32DM9VF/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections My hometown newspaper, The Washington Post, triumphs. https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500743394358-DDZPNJDSCJQ3IPH6XDP5/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500743351289-7V7ZXAPRUJQHRQABMTPF/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500744677195-PKH1VH5LSFQUOE7SCW7N/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500921163625-01VIGY1FRVIGBVSTYL64/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1501098846408-0QO4WFB83H6Z4BY0TD30/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1501098196239-X5JKZ4YM9IUAQ7TCBYRO/image-asset.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500919240897-GTWWKT0X6ZCN1W2W96TQ/Sen114_Ideal_Point_PlotB.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections An example of NOMINATE. Note that, by default, NOMINATE estimates two dimensions of ideology. Most of the time, however, congressional votes are uni-dimensional. It is therefore common to simply use the first dimension in time series analyses. https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1500923598027-KB98F2L1QXG8WFSL70T2/house+graph.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections Pearson's r = 0.4758, Spearman's rho = 0.4812 https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1501003490154-6LNBV9KSAP4DRIMD2VY0/NYT+policies.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1501003497710-N8LFNNV5W8MP2IZJMX4V/WSJ+policies.png Blog - Unsupervised Learning of Political Ideology by Word Vector Projections Americans hate big government more than Darth Vader, which doesn’t make sense considering the Galactic Empire is the epitome of big government. https://representation.ai/blog/2015/10/9/dc-coffee-roasters-review monthly 0.5 2017-07-25 https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/1444415602352-I855G6S05U3S3LMQXVBS/image-asset.jpeg Blog - A Medium Scale Review of Coffee Roasters in DC https://representation.ai/blog/tag/The+Political monthly 0.5 https://representation.ai/blog/tag/The+Coffee monthly 0.5 https://representation.ai/contact daily 0.75 2024-01-07 https://representation.ai/about daily 1.0 2025-04-03 https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/f46e0869-549e-49c9-a58d-bc0f518e5924/Albert+and+Ellie+after+his+defense+June+2023.jpeg About - Make it stand out With my beloved PhD advisor, Ellie Pavlick, after my thesis defense. https://images.squarespace-cdn.com/content/v1/53d176f8e4b02aa639c65599/2c9bacc9-c0d9-4be0-a53e-b4661ed57c6d/IMG_0289.jpeg About With my beloved students, Qinan Yu and Alyssa Loo, after their first co-first-author paper. Qinan was accepted into Stanford PhD, and Alyssa was hired by Google DeepMind (Blueshift team).