Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Authors

  • Amir Feder Technion, Israel Institute of Technology
  • Eisenstein Jacob Google research
  • Justin Grimmer Stanford University
  • Katherine Keith
  • Emaad Manzoor Heinz College at Carnegie Mellon University
  • Reid Pryzant Stanford University
  • Margaret Roberts UC San Diego
  • Uri Shalit Technion, Israel Institute of Technology
  • Dhanya Sridhar Columbia University
  • Brandon Stewart Princeton University
  • Victor Veitch University of Chicago
  • Zach Wood-Doughty Johns Hopkins Universit
  • Diyi Yang Georgia Institute of Technology
  • Roi Reichart Technion, Israel Institute of Technology

Abstract

This is a proposal for a survey paper on causal inference in Natural Language Processing. Please read the uploeaded proposal for more details.

Published

2024-12-05

Issue

Past Publications

Section

Survey Article