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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)

Unbiased Scene Graph Generation From Biased Training CVPR 2020
Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection CVPR 2020
Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020
PRover: Proof Generation for Interpretable Reasoning over Rules EMNLP 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020
Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020
Table Fact Verification with Structure-Aware Transformer EMNLP 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020
Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
Deep Weighted MaxSAT for Aspect-based Opinion Extraction EMNLP 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020
Debiasing knowledge graph embeddings EMNLP 2020
Causal Inference of Script Knowledge EMNLP 2020
Constrained Fact Verification for FEVER EMNLP 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020
Machine Reasoning: Technology, Dilemma and Future EMNLP 2020
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention EMNLP 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020