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Reasoning

2595 directly classified papers

Papers per year

Papers

Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021

Context-Aware Online Collective Inference for Templated Graphical Models ICML 2021

RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021

Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021

Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression CVPR 2021

Towards Open World Object Detection CVPR 2021

The Active Sensing Testbed AAAI 2021

A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021

Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021

RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021

Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021

Constraint-Driven Learning of Logic Programs AAAI 2021

Automated Reasoning and Learning for Automated Payroll Management AAAI 2021

Improving Causal Inference by Increasing Model Expressiveness AAAI 2021

Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021

Thinking Fast and Slow in AI AAAI 2021

Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021

Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation AAAI 2021

UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021

Sketch and Customize: A Counterfactual Story Generator AAAI 2021

Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021

Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021

Learning Branching Heuristics for Propositional Model Counting AAAI 2021

On the Optimal Efficiency of A* with Dominance Pruning AAAI 2021