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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
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'15
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Papers (including subtopics)

Synthesizing Good-Enough Strategies for LTLf Specifications IJCAI 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021
Faster and Better Simple Temporal Problems AAAI 2021
Explanations for Occluded Images ICCV 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
Automatic Fake News Detection: Are Models Learning to Reason? ACL 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021
Question Answering Over Temporal Knowledge Graphs ACL 2021
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) AAAI 2021
Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021
Bounded Predicates in Description Logics with Counting IJCAI 2021
On-the-fly Synthesis for LTL over Finite Traces AAAI 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021
Meta Learning for Causal Direction AAAI 2021
Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021
NEO: A System for Identifying New Emerging Occupation from Job Ads AAAI 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021
A SAT-based Resolution of Lam's Problem AAAI 2021
Automatic Generation of Flexible Plans via Diverse Temporal Planning AAAI 2021
On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract Argumentation IJCAI 2021
Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic IJCAI 2021
Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021