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Excited to speak this Saturday at the #NeurIPS2022 Workshop on Distribution Shifts about CAREER, a transformer-based method for modeling career trajectories from labor sequence data. arxiv.org/abs/2202.08370 w/ Susan Athey, Blei Lab, Emil Palikot, Tianyu Du, Ayush Kanodia

Using 20M+ resumes, CAREER presents a similar architecture to ChatGPT to predict job transitions. It also improves wage prediction in survey data. Learn more about this project here arxiv.org/abs/2202.08370 Keyon Vafa Emil Palikot Tianyu Du Ayush Kanodia Susan Athey Blei Lab

Announcing version 1.0 of torch-choice for scalable and flexible discrete choice modeling with panel data, e.g. loyalty card data from supermarkets or data from e-commerce #EconTwitter #GPU # Pytorch ow.ly/fpzV50OTRy0 Tianyu Du Ayush Kanodia Susan Athey 🧵 1/12

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“We are using the tech toolkit to try to make social impact organizations more effective.” Professor Susan Athey on the work happening at Golub Capital Social Impact Lab. bit.ly/41ZQUbf

CAREER: A Foundation Model for Labor Sequence Data Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David Blei. Action editor: Jaakko Peltonen. openreview.net/forum?id=4i1MX… #resumes #resume #employment

The Golub Capital Social Impact Lab is also conducting a second round of interviews for postdoctoral fellows interested in applied AI. drive.google.com/file/d/1B4mxnt… Please share with your network! 1/3

Using LLMs to make economic predictions risks a form of lookahead bias. From 𝐒𝐮𝐩𝐫𝐨𝐭𝐞𝐞𝐦 𝐒𝐚𝐫𝐤𝐚𝐫 and me: One way to assess lookahead bias is seeing if an LLM can predict an event that should be unpredictable (e.g. natural experiments). 🧵

📣ICYMI: "CAREER: A Foundation Model for Labor Sequence Data" is now published in Transactions on Machine Learning Research! Keyon Vafa Emil Palikot Tianyu Du Ayush Kanodia Susan Athey Blei Lab

Real world challenges demand consistent innovation. Learn how Susan Athey and colleagues at Stanford Graduate School of Business are pushing the boundaries of experimental design and analysis to tackle them. gsb.stanford.edu/insights/ab-te…

Hi #EconTwitter! 📊 Interested in experimental designs and the use of experimental data in #economics? Check out these amazing slides by Susan Athey and guido imbens (@stanford)! Lots of very interesting material and guidelines - don't miss out! ⭐️ Link: