Reasoning

Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022 Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022 Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients AAAI 2022 Equivariant Transduction through Invariant Alignment COLING 2022 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension COLING 2022 Event Schema Induction with Double Graph Autoencoders NAACL 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 Event Transition Planning for Open-ended Text Generation ACL 2022 Explainability Via Causal Self-Talk NeurIPS 2022 Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022 Explicit Role Interaction Network for Event Argument Extraction EMNLP 2022 Explicit Use of Topicality in Dialogue Response Generation NAACL 2022 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022 Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022 FaiRR: Faithful and Robust Deductive Reasoning over Natural Language ACL 2022 Faster Algorithms for Weak Backdoors AAAI 2022 Finding Dataset Shortcuts with Grammar Induction EMNLP 2022 Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction CVPR 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 From Actions to Programs as Abstract Actual Causes AAAI 2022 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis NeurIPS 2022 Generated Knowledge Prompting for Commonsense Reasoning ACL 2022 Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022 GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification COLING 2022