Status

I am on leave for the Academic Year of 2020-2021, serving as a Program Director at the National Science Foundation.

Research Interests

Natural language processing, machine learning, artificial intelligence, and human computer interaction.

Recent Publications

Mingda Zhang, Tristan Maidment, Ahmed Diab, Adriana Kovashka, Rebecca Hwa. Domain-Robust VQA with Diverse Datasets and Methods but No Target Labels. To appear in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Tazin Afrin, Omid Kashefi, Christopher Olshefski, Diane Litman, Rebecca Hwa, and Amanda Godley. 2021. Effective Interfaces for Student-Driven Revision Sessions for Argumentative Writing. To appear in the Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI '21).

Carter Burn, Frederick L. Crabbe and Rebecca Hwa. 2021. Let's Do the Time Warp Again: Human Action Assistance for Reinforcement Learning Agents. In the Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, pages 92-100.

Meiqi Guo, Rebecca Hwa, Yu-Ru Lin and Wen-Ting Chung. 2020. Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models. In the Proceedings of The 28th International Conference on Computational Linguistics (COLING-2020).

Omid Kashefi and Rebecca Hwa. 2020. Quantifying the Evaluation of Heuristic Methods for Textual Data Augmentation. In The 6th Workshop on Noisy User-generated Text (W-NUT).

Muheng Yan, Yu-Ru Lin, Rebecca Hwa, Ali Mert Ertugrul, Meiqi Guo, and Wen-Ting Chung. 2020. MimicProp: Learning to Incorporate Lexicon Knowledge into Distributed Word Representation for Social Media Analysis. In the Proceedings of the Fourteenth International AAAI Conference on Web and Social Media (ICWSM-2020).

Advising

PhD Students Past PhD Students

Teaching

Office Hours

By appointment.