IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning. - Pan Lu; Liang Qiu 001; Jiaqi Chen; Tanglin Xia; Yizhou Zhao; Wei Zhang 056; Zhou Yu; Xiaodan Liang; Song-Chun Zhu (NeurIPS Datasets and Benchmarks, 2021)

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. - Pan Lu; Swaroop Mishra; Tanglin Xia; Liang Qiu 001; Kai-Wei Chang; Song-Chun Zhu; Oyvind Tafjord; Peter Clark; Ashwin Kalyan (NeurIPS, 2022)