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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)

Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
A Calculus for Computing Structured Justifications for Election Outcomes AAAI 2022
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation AACL 2022
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022
Simulating Sets in Answer Set Programming IJCAI 2022
Lower Bounds on Intermediate Results in Bottom-Up Knowledge Compilation AAAI 2022
Anticipating Performativity by Predicting from Predictions NIPS 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NIPS 2022
Equivariant Quantum Graph Circuits ICML 2022
Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022
Tractable Uncertainty for Structure Learning ICML 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption NIPS 2022
Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022
Bounding Quality in Diverse Planning AAAI 2022
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions ICML 2022
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NIPS 2022
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs IJCNLP 2022
Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery AAAI 2022
Graphical Representations for Algebraic Constraints of Linear Structural Equations Models PGM 2022