Reasoning

ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning ICLR 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense AAAI 2020 Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base ICLR 2020 Scaling Up AND/OR Abstraction Sampling IJCAI 2020 Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NeurIPS 2020 SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings CVPR 2020 Steady-State Policy Synthesis in Multichain Markov Decision Processes IJCAI 2020 STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NeurIPS 2020 Structural Decompositions of Epistemic Logic Programs AAAI 2020 TabFact: A Large-scale Dataset for Table-based Fact Verification ICLR 2020 Table Fact Verification with Structure-Aware Transformer EMNLP 2020 Temporal Logics Over Finite Traces with Uncertainty AAAI 2020 The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020 Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020 Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020 Time-Reversal Symmetric ODE Network NeurIPS 2020 Towards Grounding of Formulae EMNLP 2020 Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020 Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020 Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020 Variational Pathway Reasoning for EEG Emotion Recognition AAAI 2020 V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices AAAI 2020 XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning EMNLP 2020