Research

Working Papers

    • Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
    • Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang (all authors contributed equally)
    • Resources: Preprint
    • On the Persuasive Power of Reputation in Deliberation Online
    • Emaad Manzoor, George Chen, Dokyun Lee, Michael D. Smith
    • Major revision (first round) at Management Science
    • Resources: Website, Preprint, Discussion slides by Laura K. Nelson
    • Impact: Best paper at the AAAI 2021 workshop on AI for Behavioral Change / Best paper (e-business cluster) finalist at INFORMS 2019
    • Interpretable Deep Learning for Text Exploration
    • Dokyun Lee, Emaad Manzoor, Zhaoqi Cheng (firstname α-β)
    • Major revision (first round) at Information Systems Research
    • Resources: Website, Preprint

Publications


Note on Publication Venues

Computer science research is disseminated primarily via conference proceedings. WWW and KDD are flagship conferences of the data mining subdomain (both ranked A* by CORE). EMNLP is one of the top conferences in the natural language processing and computational linguistics subdomain (ranked A* by CORE and based on the Google Scholar h5-index for natural language processing venues). AAAI is one of the top conferences in the artificial intelligence subdomain (ranked A* by CORE and based on the Google Scholar h5-index for artificial intelligence venues).

Academic business research is disseminated primarily via journal publications. Management Science, Marketing Science, Information Systems Research and Management Information Systems Quarterly comprise the highest tier of journals in the information systems and quantitative marketing subdomain (ranked by the Financial Times).