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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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Papers (including subtopics)

Learning Term Embeddings for Lexical Taxonomies AAAI 2021
Cardinality Queries over DL-Lite Ontologies IJCAI 2021
Tango: Declarative Semantics for Multiagent Communication Protocols IJCAI 2021
Abductive Knowledge Induction from Raw Data IJCAI 2021
Representing Implicit Positive Meaning of Negated Statements in AMR EMNLP 2021
Choosing the Initial State for Online Replanning AAAI 2021
Focused Inference and System P AAAI 2021
Temporal and Object Quantification Networks IJCAI 2021
Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021
Learning Faithful Representations of Causal Graphs ACL 2021
Empirical Best Practices On Using Product-Specific Schema.org AAAI 2021
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph EMNLP 2021
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations EMNLP 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021
CovRelex: A COVID-19 Retrieval System with Relation Extraction EACL 2021
On Exploiting Hitting Sets for Model Reconciliation AAAI 2021
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game NIPS 2021
Fast Abductive Learning by Similarity-based Consistency Optimization NIPS 2021
Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies IJCAI 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021
An Automated Framework for Supporting Data-Governance Rule Compliance in Decentralized MIMO Contexts IJCAI 2021
Learning latent causal graphs via mixture oracles NIPS 2021
Document-level Entity-based Extraction as Template Generation EMNLP 2021
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression ICML 2021