logical reasoning

Complex Query Answering with Neural Link Predictors (Extended Abstract)* IJCAI 2022 ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ACL 2022 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NeurIPS 2022 Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022 FaiRR: Faithful and Robust Deductive Reasoning over Natural Language ACL 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Improving Certified Robustness via Statistical Learning with Logical Reasoning NeurIPS 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022 Learning Symmetric Rules with SATNet NeurIPS 2022 Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ACL 2022 Logical Reasoning for Task Oriented Dialogue Systems ACL 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NeurIPS 2022 LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022 LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification AAAI 2022 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022 Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022 Neural Methods for Logical Reasoning over Knowledge Graphs ICLR 2022