Reasoning

Learning and Reasoning for Robot Sequential Decision Making under Uncertainty AAAI 2020 Learning and Solving Regular Decision Processes IJCAI 2020 Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020 Learning Directional Sentence-Pair Embedding for Natural Language Reasoning (Student Abstract) AAAI 2020 Learning Invariants through Soft Unification NeurIPS 2020 Learning Large Logic Programs By Going Beyond Entailment IJCAI 2020 Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation AAAI 2020 Learning nonlinear dynamical systems from a single trajectory L4DC 2020 Learning to Simulate Complex Physics with Graph Networks ICML 2020 Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context ACL 2020 LGML: Logic Guided Machine Learning (Student Abstract) AAAI 2020 LGPSolver - Solving Logic Grid Puzzles Automatically EMNLP 2020 Lifted Query Answering in Gaussian Bayesian Networks PGM 2020 Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! IJCAI 2020 LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020 Logic and the 2-Simplicial Transformer ICLR 2020 Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020 Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning AAAI 2020 Machine Reasoning: Technology, Dilemma and Future EMNLP 2020 Measuring Forecasting Skill from Text ACL 2020 Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020 Methods for Numeracy-Preserving Word Embeddings EMNLP 2020 Model-Based Diagnosis with Uncertain Observations AAAI 2020 Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020 Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020