Reasoning

Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022 STaR: Bootstrapping Reasoning With Reasoning NeurIPS 2022 StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022 Structural generalization is hard for sequence-to-sequence models EMNLP 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Successive Prompting for Decomposing Complex Questions EMNLP 2022 System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022 Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents ACL 2022 Teaching Neural Module Networks to Do Arithmetic COLING 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 The CLRS Algorithmic Reasoning Benchmark ICML 2022 The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments ACL 2022 The Neurally-Guided Shape Parser: Grammar-Based Labeling of 3D Shape Regions With Approximate Inference CVPR 2022 Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ACL 2022 Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers NeurIPS 2022 TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022 Toward a New Science of Common Sense AAAI 2022 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022 Towards Fine-Grained Reasoning for Fake News Detection AAAI 2022 Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NeurIPS 2022 Towards Pragmatic Production Strategies for Natural Language Generation Tasks EMNLP 2022