Jacob Eisenstein

Introduction to Natural Language Processing is now available from MIT press.

I work on computational linguistics and natural language processing. I have been focused on language variation and change: making NLP robust to it, and using computational techniques to measure and understand it. In July 2019, I joined Google AI as a research scientist. From 2012 to 2019, I was on the faculty at Georgia Tech, where I led the Computational Linguistics lab.

publications | twitter | biographical sketch | github


A complete list of publications can be found on Google scholar, and on Semantic scholar. Here are some recent papers in my current areas of interest.

Trustworthy NLP

Language variation and change

Representation learning

Professional service

  • Senior area chair: EMNLP 2020, ACL 2019
  • Area chair: EMNLP 2023, ACL 2023, EMNLP 2021, ACL 2021, ACL 2020, NAACL 2018, EMNLP 2017, NAACL 2016, ACL 2014, EACL 2013
  • Tutorial co-chair: ACL 2018, NAACL 2012
  • Steering committee: 2021 EMNLP Workshop on Causal Inference & NLP.
  • Co-organizer: 2022 and 2023 NeurIPS works on Distribution Shifts
  • Co-chair: 2016 EMNLP Workshop on NLP and Computational Social Science.
  • Co-chair: 2014 ACL Workshop on Language Technologies and Computational Social Science
  • Co-chair: 2013-2015 Atlanta Workshop on Computational Social Science
  • Coordinator/chair/czar of student research workshop, awards, and/or volunteers: NAACL 2016, ICML 2013, NAACL 2013
  • Program committees: ACL, CONLL, EMNLP, NAACL, ICML, NeurIPS, CSCW, various workshops. All these venues are open-access (OA).
  • Editorial boards: Action editor at TACL (OA), Linguistic Issues in Language Technology (OA), Language Variation series at Language Science Press (OA), Computational Linguistics (OA)
  • Journal Reviewing: Proceedings of the National Academy of Science (PNAS), Communications of the ACM, Computational Linguistics (OA), Journal of Machine Learning Research (OA), Journal of Artificial Intelligence Research (OA), Machine Learning Journal, Transactions of the Association of Computational Linguistics (OA), Journal of Sociolinguistics, Journal of the American Statistical Association, Language in Society, Glossa (OA), Proceedings of the National Academy of Science, Digital Scholarship in the Humanities, Nature Human Behavior ...
  • I prefer that my reviewing effort goes towards papers that everyone can read. So I usually will not review for venues that are non-OA, unless I submit papers there myself.