Reasoning

Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Towards Open World Object Detection CVPR 2021 Transformation Driven Visual Reasoning CVPR 2021 Uncertain Decisions Facilitate Better Preference Learning NeurIPS 2021 Uncovering Implicit Gender Bias in Narratives through Commonsense Inference EMNLP 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 Unified Dual-view Cognitive Model for Interpretable Claim Verification ACL 2021 Unsupervised Object-Based Transition Models For 3D Partially Observable Environments NeurIPS 2021 Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots IJCAI 2021 Verifying Reinforcement Learning up to Infinity IJCAI 2021 Visual Relation Detection using Hybrid Analogical Learning AAAI 2021 Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability NeurIPS 2021 3D Single-Person Concurrent Activity Detection Using Stacked Relation Network AAAI 2020 Abductive Commonsense Reasoning ICLR 2020 Abstract Rule Based Pattern Learning with Neural Networks AAAI 2020 A Cognitively Motivated Approach to Spatial Information Extraction EMNLP 2020 Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract) AAAI 2020 A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020 Aggregation of Perspectives Using the Constellations Approach to Probabilistic Argumentation AAAI 2020 AMR Parsing via Graph-Sequence Iterative Inference ACL 2020 An Empirical Investigation of Contextualized Number Prediction EMNLP 2020 Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions AISTATS 2020 Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition ACL 2020 Are Pretrained Language Models Symbolic Reasoners over Knowledge? CoNLL 2020 Attention-Based Context Aware Reasoning for Situation Recognition CVPR 2020