Reasoning

Curiosity-driven Exploration by Self-supervised Prediction ICML 2017 Deep Neural Solver for Math Word Problems EMNLP 2017 Detecting Visual Relationships With Deep Relational Networks CVPR 2017 Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks (Extended Abstract) IJCAI 2017 Game Engine Learning from Video IJCAI 2017 Grounding Abstract Spatial Concepts for Language Interaction with Robots IJCAI 2017 If No Media Were Allowed inside the Venue, Was Anybody Allowed? EACL 2017 Incremental Discontinuous Phrase Structure Parsing with the GAP Transition EACL 2017 Lazy-Grounding for Answer Set Programs with External Source Access IJCAI 2017 Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach IJCAI 2017 Learning in POMDPs with Monte Carlo Tree Search ICML 2017 Learning to See Physics via Visual De-animation NeurIPS 2017 Learning what to read: Focused machine reading EMNLP 2017 Neural Expectation Maximization NeurIPS 2017 Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017 No Pizza for You: Value-based Plan Selection in BDI Agents IJCAI 2017 On the Kernelization of Global Constraints IJCAI 2017 Optimizing Differentiable Relaxations of Coreference Evaluation Metrics CoNLL 2017 Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017 Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017 Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension EMNLP 2017 Scalable Variational Inference for Dynamical Systems NeurIPS 2017 Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017 Swift Logic for Big Data and Knowledge Graphs IJCAI 2017 Temporal Sequences of Qualitative Information: Reasoning about the Topology of Constant-Size Moving Regions IJCAI 2017