Reasoning

CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions CVPR 2019 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019 Cognitive Graph for Multi-Hop Reading Comprehension at Scale ACL 2019 Combined Reinforcement Learning via Abstract Representations AAAI 2019 Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL 2019 Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019 Complexity of Abstract Argumentation under a Claim-Centric View AAAI 2019 Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract) IJCAI 2019 Complex Question Decomposition for Semantic Parsing ACL 2019 Computing Argumentative Explanations in Bipolar Argumentation Frameworks AAAI 2019 Connective Cognition Network for Directional Visual Commonsense Reasoning NeurIPS 2019 Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction ACL 2019 DESPOT-Alpha: Online POMDP Planning with Large State and Observation Spaces RSS 2019 Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability AAAI 2019 Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation ACL 2019 Domain-Size Aware Markov Logic Networks AISTATS 2019 Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019 Dynamically Fused Graph Network for Multi-hop Reasoning ACL 2019 Efficient Search-Based Weighted Model Integration UAI 2019 EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CoNLL 2019 Evidence-based Trustworthiness ACL 2019 Evolving Solutions to Community-Structured Satisfiability Formulas AAAI 2019 Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019 Explainable and Explicit Visual Reasoning Over Scene Graphs CVPR 2019