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Reasoning

2,428 papers (30 classified directly here)

Subtopics

Causal Inference (936) Automated Reasoning (843) Formal Methods (351) Automated Planning (288) Graph Embeddings (215)

Papers per year

11
11
272
299
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Papers (including subtopics)

Weakly Supervised Multilingual Causality Extraction from Wikipedia EMNLP 2019
A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019
QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions EMNLP 2019
Cross-document coreference: An approach to capturing coreference without context EMNLP 2019
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration EMNLP 2019
Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference EMNLP 2019
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings EMNLP 2019
Reasoning Over Paths via Knowledge Base Completion EMNLP 2019
Reasoning Over Paragraph Effects in Situations EMNLP 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
Extracting Common Inference Patterns from Semi-Structured Explanations EMNLP 2019
Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019
Commonsense inference in human-robot communication EMNLP 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019
Sensitivity Analysis of Linear Structural Causal Models ICML 2019
Learning Optimal Fair Policies ICML 2019
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding ICML 2019
Model-Based Diagnosis with Multiple Observations IJCAI 2019
Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019
ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions IJCAI 2019
Compilation of Logical Arguments IJCAI 2019
Do You Need Infinite Time? IJCAI 2019