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Reasoning

2595 directly classified papers

Papers per year

Papers

Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022

ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension COLING 2022

Visual Abductive Reasoning CVPR 2022

Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022

Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022

The Neurally-Guided Shape Parser: Grammar-Based Labeling of 3D Shape Regions With Approximate Inference CVPR 2022

Learning To Anticipate Future With Dynamic Context Removal CVPR 2022

Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022

Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022

REX: Reasoning-Aware and Grounded Explanation CVPR 2022

Bi-Directional Object-Context Prioritization Learning for Saliency Ranking CVPR 2022

Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction CVPR 2022

Duel-based Deep Learning system for solving IQ tests AISTATS 2022

Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022

Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022

Neuro-Symbolic Visual Dialog COLING 2022

Combining Argumentation Structure and Language Model for Generating Natural Argumentative Dialogue AACL 2022

PInKS: Preconditioned Commonsense Inference with Minimal Supervision AACL 2022

MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022

Revisiting the Roles of “Text” in Text Games EMNLP 2022

Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022

Language Models as Agent Models EMNLP 2022

Natural Language Deduction through Search over Statement Compositions EMNLP 2022

Opening up Minds with Argumentative Dialogues EMNLP 2022