logical reasoning

Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 Reasoning Like Program Executors EMNLP 2022 RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022 Table-based Fact Verification with Self-adaptive Mixture of Experts ACL 2022 The Bullets Puzzle: A Paper-and-Pencil Minesweeper AAAI 2022 Towards Fine-Grained Reasoning for Fake News Detection AAAI 2022 To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 Abductive Learning with Ground Knowledge Base IJCAI 2021 BiQuAD: Towards QA based on deeper text understanding ACL 2021 DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021 Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021 Flexible Generation of Natural Language Deductions EMNLP 2021 Knowledge Informed Semantic Parsing for Conversational Question Answering ACL 2021 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021 Mathematical Reasoning via Self-supervised Skip-tree Training ICLR 2021 Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021 NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ACL 2021 Neural Unification for Logic Reasoning over Natural Language EMNLP 2021 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NeurIPS 2021 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021 SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NeurIPS 2021