a list of papers on commonsense modeling, categorized in threefold or more:
{ visual, textual, multimodal } -style
2018 CVPR From Recognition to Cognition: Visual Commonsense Reasoning [pdf]
2018 EMNLP Swag: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference [pdf]
2019 CVPR Answer Them All! Toward Universal Visual Question Answering Models [pdf]
2019 ACL Generated Question Relevant Captions to Aid Visual Question Answering [pdf]
2019 CVPR Learning to compose dynamic tree structures for visual contexts [pdf]
2016 NAACL Stating the Obvious: Extracting Visual Common Sense Knowledge [pdf]
2019 ACL COMET: Commonsense Transformersfor Automatic Knowledge Graph Construction [pdf]
Commonsense Reasoning for Natural Language Understanding: A Survey of Benchmarks, Resources, and Approaches[pdf]
Explain yourself: Leveraging Language Models for Commonsense Reasoning [pdf]
2018 CVPR From Recognition to Cognition: Visual Commonsense Reasoning [pdf]
2018 EMNLP Swag: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference [pdf]
2018 ACL Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning [pdf]
2018 NeurIPS Chain-of-Reasoning-for-Visual-Question-Answering [pdf]
2019 NeurIPS Heterogeneous Graph Learning for Visual Commonsense Reasoning [pdf]
2018 SIGKDD R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering [pdf]