Reasoning

Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 Propositional Encodings of Acyclicity and Reachability by Using Vertex Elimination AAAI 2022 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022 RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022 Reasoning Like Program Executors EMNLP 2022 ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022 Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022 Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach AAAI 2022 Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022 Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding EMNLP 2022 Revisiting the Roles of “Text” in Text Games EMNLP 2022 REX: Reasoning-Aware and Grounded Explanation CVPR 2022 RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022 RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022 Rushing and Strolling among Answer Sets – Navigation Made Easy AAAI 2022 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022 ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022 Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022 Semantic Probabilistic Layers for Neuro-Symbolic Learning NeurIPS 2022