occ2vec: A principal approach to representing occupations using natural language processing
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- Simon Mongey & Laura Pilossoph & Alexander Weinberg, 2021.
"Which workers bear the burden of social distancing?,"
The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 509-526, September.
- Simon Mongey & Laura Pilossoph & Alex Weinberg, 2020. "Which Workers Bear the Burden of Social Distancing?," NBER Working Papers 27085, National Bureau of Economic Research, Inc.
- Simon Mongey & Laura Pilossoph & Alex Weinberg, 2020. "Which Workers Bear the Burden of Social Distancing Policies?," Working Papers 2020-51, Becker Friedman Institute for Research In Economics.
- Simon Mongey & Laura Pilossoph & Alexander Weinberg, 2020. "Which Workers Bear the Burden of Social Distancing Policies?," Liberty Street Economics 20200529b, Federal Reserve Bank of New York.
- David H. Autor & David Dorn, 2013.
"The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market,"
American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
- David H. Autor & David Dorn, 2009. "The Growth of Low Skill Service Jobs and the Polarization of the U.S. Labor Market," NBER Working Papers 15150, National Bureau of Economic Research, Inc.
- Autor, David & Dorn, David, 2012. "The Growth of Low Skill Service Jobs and the Polarization of the U.S. Labor Market," IZA Discussion Papers 7068, Institute of Labor Economics (IZA).
- David H. Autor & Frank Levy & Richard J. Murnane, 2003.
"The skill content of recent technological change: an empirical exploration,"
Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
- David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
- David H. Autor & Frank Levy & Richard J. Murnane, 2001. "The Skill Content of Recent Technological Change: An Empirical Exploration," NBER Working Papers 8337, National Bureau of Economic Research, Inc.
- Dingel, Jonathan I. & Neiman, Brent, 2020.
"How many jobs can be done at home?,"
Journal of Public Economics, Elsevier, vol. 189(C).
- Dingel, Jonathan & Neiman, Brent, 2020. "How Many Jobs Can be Done at Home?," CEPR Discussion Papers 14584, C.E.P.R. Discussion Papers.
- Jonathan I. Dingel & Brent Neiman, 2020. "How Many Jobs Can be Done at Home?," NBER Working Papers 26948, National Bureau of Economic Research, Inc.
- David H. Autor & Michael J. Handel, 2013.
"Putting Tasks to the Test: Human Capital, Job Tasks, and Wages,"
Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
- David H. Autor & Michael J. Handel, 2009. "Putting Tasks to the Test: Human Capital, Job Tasks and Wages," NBER Working Papers 15116, National Bureau of Economic Research, Inc.
- Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
- Erik Brynjolfsson & Tom Mitchell & Daniel Rock, 2018. "What Can Machines Learn, and What Does It Mean for Occupations and the Economy?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 43-47, May.
- Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," Working Papers 279, Princeton University, Department of Economics, Center for Economic Policy Studies..
- Acemoglu, Daron & Autor, David, 2011.
"Skills, Tasks and Technologies: Implications for Employment and Earnings,"
Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171,
Elsevier.
- Daron Acemoglu & David Autor, 2010. "Skills, Tasks and Technologies: Implications for Employment and Earnings," NBER Working Papers 16082, National Bureau of Economic Research, Inc.
- David J. Deming, 2017.
"The Growing Importance of Social Skills in the Labor Market,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
- David J. Deming, 2015. "The Growing Importance of Social Skills in the Labor Market," NBER Working Papers 21473, National Bureau of Economic Research, Inc.
- Edward W. Felten & Manav Raj & Robert Seamans, 2018. "A Method to Link Advances in Artificial Intelligence to Occupational Abilities," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 54-57, May.
- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020.
"AI and Jobs: Evidence from Online Vacancies,"
Working Papers
279, Princeton University, Department of Economics, Center for Economic Policy Studies..
- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," NBER Working Papers 28257, National Bureau of Economic Research, Inc.
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