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Reasoning

2595 directly classified papers

Papers per year

Papers

QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions EMNLP 2019
Revisiting the Evaluation of Theory of Mind through Question Answering EMNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019
A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG EMNLP 2019
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding EMNLP 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering EMNLP 2019
Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models EMNLP 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently NIPS 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019
Learning Perceptual Inference by Contrasting NIPS 2019
Connective Cognition Network for Directional Visual Commonsense Reasoning NIPS 2019
Causal Confusion in Imitation Learning NIPS 2019
Are Disentangled Representations Helpful for Abstract Visual Reasoning? NIPS 2019
Learning by Abstraction: The Neural State Machine NIPS 2019
Abstract Reasoning with Distracting Features NIPS 2019
On Tractable Computation of Expected Predictions NIPS 2019
CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions CVPR 2019
Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019
Iterated Belief Base Revision: A Dynamic Epistemic Logic Approach AAAI 2019
Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019