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Reasoning

2595 directly classified papers

Papers per year

Papers

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP 2018

Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018

Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018

Meta-Level Control of Anytime Algorithms with Online Performance Prediction IJCAI 2018

Relevance in Structured Argumentation IJCAI 2018

Novel Algorithms for Abstract Dialectical Frameworks based on Complexity Analysis of Subclasses and SAT Solving IJCAI 2018

A Meaning-Based Statistical English Math Word Problem Solver NAACL 2018

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL 2018

Interactive Robot Transition Repair With SMT IJCAI 2018

Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018

Pyconstruct: Constraint Programming Meets Structured Prediction IJCAI 2018

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018

A Knowledge Hunting Framework for Common Sense Reasoning EMNLP 2018

Commonsense Justification for Action Explanation EMNLP 2018

Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018

Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018

Legal Judgment Prediction via Topological Learning EMNLP 2018

Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018

Neural Arithmetic Logic Units NIPS 2018

Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS 2018

Single-Agent Policy Tree Search With Guarantees NIPS 2018

Reinforcement Learning of Theorem Proving NIPS 2018

Learning Loop Invariants for Program Verification NIPS 2018

Learning to Solve SMT Formulas NIPS 2018

Improving Neural Program Synthesis with Inferred Execution Traces NIPS 2018