Reasoning

A General Recipe for Likelihood-free Bayesian Optimization ICML 2022 ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022 A Minimal Model for Compositional Generalization on gSCAN EMNLP 2022 An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NeurIPS 2022 Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022 An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022 A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022 An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022 ApproxASP – a Scalable Approximate Answer Set Counter AAAI 2022 ArT: All-round Thinker for Unsupervised Commonsense Question Answering COLING 2022 A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022 Automatic Generation of Socratic Subquestions for Teaching Math Word Problems EMNLP 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022 Bi-Directional Object-Context Prioritization Learning for Saliency Ranking CVPR 2022 BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022 Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022 Can AMR Assist Legal and Logical Reasoning? EMNLP 2022 Can Transformers Reason in Fragments of Natural Language? EMNLP 2022 Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022 Case-Based Abductive Natural Language Inference COLING 2022