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Reasoning

2,964 papers

Papers per year

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14
131
832
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Papers

Attention Is (not) All You Need for Commonsense Reasoning ACL 2019
A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning ACL 2019
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019
Multi-hop Reading Comprehension through Question Decomposition and Rescoring ACL 2019
Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL 2019
Dynamically Fused Graph Network for Multi-hop Reasoning ACL 2019
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ACL 2019
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ACL 2019
A Cascade Model for Proposition Extraction in Argumentation ACL 2019
Towards Effective Rebuttal: Listening Comprehension Using Corpus-Wide Claim Mining ACL 2019
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019
One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
Domain-Size Aware Markov Logic Networks AISTATS 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CONLL 2019
Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning CVPR 2019
CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions CVPR 2019
Synthesizing Environment-Aware Activities via Activity Sketches CVPR 2019
Multi-Target Embodied Question Answering CVPR 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019
Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation CVPR 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction CVPR 2019
Fitting Multiple Heterogeneous Models by Multi-Class Cascaded T-Linkage CVPR 2019
Visual Query Answering by Entity-Attribute Graph Matching and Reasoning CVPR 2019