Reasoning

Safe Partial Diagnosis from Normal Observations AAAI 2019 SAT-Based Explicit LTLf Satisfiability Checking AAAI 2019 Self-Critical Reasoning for Robust Visual Question Answering NeurIPS 2019 Semantic Expressive Capacity with Bounded Memory ACL 2019 SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019 Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning CVPR 2019 Stepping Stones to Inductive Synthesis of Low-Level Looping Programs AAAI 2019 Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019 Switching Linear Dynamics for Variational Bayes Filtering ICML 2019 Synthesizing Environment-Aware Activities via Activity Sketches CVPR 2019 Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation CVPR 2019 Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019 Temporal Planning with Temporal Metric Trajectory Constraints AAAI 2019 The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision ICLR 2019 Time-Conditioned Action Anticipation in One Shot CVPR 2019 TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments CVPR 2019 Towards Effective Rebuttal: Listening Comprehension Using Corpus-Wide Claim Mining ACL 2019 Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019 Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019 Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph CVPR 2019 Visual Query Answering by Entity-Attribute Graph Matching and Reasoning CVPR 2019 Weighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory AAAI 2019 What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019 When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation AAAI 2019 WIQA: A dataset for “What if...” reasoning over procedural text EMNLP 2019