Teaching
Vision-Language Pretraining: Modeling Trends and the Future of Evaluation
  • Invited lecture, MultiModal Machine Learning at CMU, Apr 2023.

    • Vision-Language Pretraining: Current Trends and the Future
  • Tutorial at ACL 2022 with Aishwarya Agrawal and Damien Teney, May 2022.
  • Tutorial at IPM summer school, Sep 2022. [slides]
  • Invited lecture, Multimodal Multilingual Natural Language Processing, University of Zurich, Mar 2023.

    • How Do Children Learn Language?
  • Invited lecture, Topics in Natural Language Processing and Machine Learning, Cornell University, Oct. 2020.

    • Language Learning and Processing in People and Machines
  • Tutorial at NAACL 2019 with Richard Futrell and Roger Levy, June 2019.

    • Learning from Regularities in the World
  • Introductory machine learning lecture for highschool students, Mar. 2019.

    • Using Probabilities in Understanding Sentiments
  • Invited lecture, Data Science and the Mind, UC Berkeley, Apr. 2017.
  • Invited lecture, Introduction to Computational Linguistics, UT Austin, Feb. 2017.
    • Talks by Topic
    On Evaluating Neural Representations. [video] [longer version]
    Towards Better Multimodal Pretraining. [video]
    Categories and Instances in Human Cognition and AI. [video]
    Learning Language by Observing the World and Learning About the World from Language.
    Learning, Representing, and Understanding Language in Humans and Computers.
    Invited Talks
  • Workshop on Interactive Learning for Natural Language Processing (InterNLP) at NeurIPS 2022, Dec. 2022.
  • Panel on diverse careers at CogSci 2022, July 2022.
  • Workshop on Multimodal Artificial Intelligence at NAACL 2022, July 2022.
  • International Symposium on Artificial Intelligence and Brain Science 2022, July 2022.
  • PrivateAI, June 2022. [video]
  • The Centre for Linguistic Theory and Studies in Probability (CLASP), University of Gothenburg, Apr. 2022.
  • Visual Question Answering Workshop at CVPR 2021, June 2021. [video]
  • Cognitive Science and Artificial Intelligence Department, Tilburg University, Apr. 2021.
  • LANTERN workshop at EACL 2021, Apr. 2021.
  • Language Technology Lab Seminars, University of Cambridge, Mar. 2021.
  • The CogAI Seminar, CoML, Ecole Normale SupĂ©rieure, Jan. 2021.
  • Language Technologies Institute, CMU, Aug. 2020.
  • GeCKo symposium, May 2020. [video]
  • Computational Linguistics Seminar, University of Amsterdam, Dec. 2019.
  • NLP Seminar Series, University of Washington, Dec. 2018.
  • Reasoning and Learning Lab, McGill University, Dec. 2018.
  • NLIP Seminar Series, Cambridge Computer Laboratory, Cambridge University, Oct. 2018.
  • Machine Learning Department, CMU, Mar. 2017.
  • Network Science Institute, Northeastern University, Feb. 2017. [video]
  • Department of Linguistics, UT Austin, Feb. 2017.
  • The Language Lab (TedLab), MIT, Mar. 2017.
  • Language and Cognition Lab, Stanford, Mar. 2017.
  • Cognitive and Information Sciences, UC Merced, Apr. 2016.
  • Computer Science Department, Purdue University, Mar. 2016.
  • Department of Linguistics, UC Davis, Feb. 2016.
  • Language and Cognitive Development Lab, UCLA , Aug. 2014.
  • Language Development Lab, USC, Aug. 2014.
  • Language and Cognition Lab, Stanford University, July 2013.
  • Computational Cognitive Science Lab, UC Berkeley, Mar. 2013.