publications

Google Scholar

2022

  1. What to Learn, and How: Toward Effective Learning from Rationales
    Samuel Carton, Surya Kanoria, and Chenhao Tan
    Findings of the Association for Computational Linguistics (ACL) 2022
  2. Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation
    Vivian Lai, Samuel Carton, Rajat Bhatnagar, and 3 more authors
    In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems 2022

2021

  1. Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
    Cristina Garbacea, Mengtian Guo, Samuel Carton, and 1 more author
    In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL) Aug 2021

2020

  1. Feature-Based Explanations Don’t Help People Detect Misclassifications of Online Toxicity
    Samuel Carton, Qiaozhu Mei, and Paul Resnick
    In Proceedings of the International AAAI Conference on Web and Social Media (ICWSM) May 2020
  2. Evaluating and Characterizing Human Rationales
    Samuel Carton, Anirudh Rathore, and Chenhao Tan
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Nov 2020
  3. Harnessing Explanations to Bridge AI and Humans
    Vivian Lai, Samuel Carton, and Chenhao Tan
    In Proceedings of the CHI 2020 Fair & Responsible AI Workshop Mar 2020

2019

  1. Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
    Cristina Garbacea, Samuel Carton, Shiyan Yan, and 1 more author
    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) Nov 2019

2018

  1. Early Intervention Systems: Predicting Adverse Interactions Between Police and the Public
    Jennifer Helsby, Samuel Carton, Kenneth Joseph, and 9 more authors
    Criminal Justice Policy Review Mar 2018
  2. Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts
    Samuel Carton, Qiaozhu Mei, and Paul Resnick
    In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) Oct 2018

2017

    2016

    1. Identifying Police Officers at Risk of Adverse Events
      Samuel Carton, Rayid Ghani, Jennifer Helsby, and 7 more authors
      In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) Oct 2016
    2. Context-aware Natural Language Generation with Recurrent Neural Networks
      Jian Tang, Yifan Yang, Sam Carton, and 2 more authors
      arXiv preprint Nov 2016

    2015

    1. Audience Analysis for Competing Memes in Social Media
      Samuel Carton, Souneil Park, Nicole Zeffer, and 3 more authors
      In Proceedings of the Ninth International AAAI Conference on Web and Social Media (ICWSM) Apr 2015

    2014

    1. RumorLens: A System for Analyzing the Impact of Rumors and Corrections in Social Media
      Paul Resnick, Samuel Carton, Souneil Park, and 2 more authors
      In Proceedings of the Computation + Journalism Symposium Apr 2014

    2013

      2012

      1. Omnipedia: bridging the wikipedia language gap
        Patti Bao, Brent Hecht, Samuel Carton, and 3 more authors
        In Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems (CHI) Apr 2012
      2. Explanatory semantic relatedness and explicit spatialization for exploratory search
        Brent Hecht, Samuel H. Carton, Mahmood Quaderi, and 4 more authors
        In Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval (SIGIR) Apr 2012