commonsense reasoning

Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021 Temporal Reasoning on Implicit Events from Distant Supervision NAACL 2021 Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021 TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021 Toward Diverse Precondition Generation ACL 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Uncovering Implicit Gender Bias in Narratives through Commonsense Inference EMNLP 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge EMNLP 2021 Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution EMNLP 2021 Abductive Commonsense Reasoning ICLR 2020 A guide to the dataset explosion in QA, NLI, and commonsense reasoning COLING 2020 ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION) SemEval 2020 An Analysis of Dataset Overlap on Winograd-Style Tasks COLING 2020 Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020 Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020 BUT-FIT at SemEval-2020 Task 4: Multilingual Commonsense SemEval 2020 CN-HIT-IT.NLP at SemEval-2020 Task 4: Enhanced Language Representation with Multiple Knowledge Triples SemEval 2020 CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning EMNLP 2020 Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers EMNLP 2020 Commonsense Reasoning for Natural Language Processing ACL 2020 Commonsense Reasoning to Guide Deep Learning for Scene Understanding (Extended Abstract) IJCAI 2020 Commonsense Statements Identification and Explanation with Transformer-based Encoders EMNLP 2020 ConceptBert: Concept-Aware Representation for Visual Question Answering EMNLP 2020 Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering EMNLP 2020