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Reasoning

2595 directly classified papers

Papers per year

Papers

Learning to Reason with Third Order Tensor Products NIPS 2018
Translating a Math Word Problem to a Expression Tree EMNLP 2018
Localizing Moments in Video with Temporal Language EMNLP 2018
A simple neural network module for relational reasoning NIPS 2017
Learning to See Physics via Visual De-animation NIPS 2017
Neural Expectation Maximization NIPS 2017
Scalable Variational Inference for Dynamical Systems NIPS 2017
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space EMNLP 2017
Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension EMNLP 2017
Learning what to read: Focused machine reading EMNLP 2017
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017
Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach IJCAI 2017
Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017
Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers EMNLP 2017
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems EACL 2017
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017
The Semantic Proto-Role Linking Model EACL 2017
The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links EACL 2017
Computational Argumentation Quality Assessment in Natural Language EACL 2017
Learning in POMDPs with Monte Carlo Tree Search ICML 2017
Deep Neural Solver for Math Word Problems EMNLP 2017
A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017