Reasoning

Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NeurIPS 2018 Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018 A Knowledge Hunting Framework for Common Sense Reasoning EMNLP 2018 A Meaning-Based Statistical English Math Word Problem Solver NAACL 2018 Analogical Reasoning on Chinese Morphological and Semantic Relations ACL 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets PGM 2018 Argumentation Synthesis following Rhetorical Strategies COLING 2018 A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL 2018 Attentive Interaction Model: Modeling Changes in View in Argumentation NAACL 2018 Breaking NLI Systems with Sentences that Require Simple Lexical Inferences ACL 2018 Chain of Reasoning for Visual Question Answering NeurIPS 2018 Classification Transfer for Qualitative Reasoning Problems IJCAI 2018 Commonsense Justification for Action Explanation EMNLP 2018 Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018 Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018 Exploring the Role of Prior Beliefs for Argument Persuasion NAACL 2018 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning EMNLP 2018 Identification of Alias Links among Participants in Narratives ACL 2018 Implicit Argument Prediction with Event Knowledge NAACL 2018 Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph NAACL 2018 Improving Neural Program Synthesis with Inferred Execution Traces NeurIPS 2018 Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource NAACL 2018