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Knowledge Representation

379 directly classified papers

Papers per year

Papers

Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024
Generation of Visual Representations for Multi-Modal Mathematical Knowledge AAAI 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NIPS 2024
UD-ETCSUX: Toward a Better Understanding of Sumerian Syntax ACL 2024
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024
ChainNet: Structured Metaphor and Metonymy in WordNet COLING 2024
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023
Evaluating Epistemic Logic Programs via Answer Set Programming with Quantifiers AAAI 2023
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023
Hidden Schema Networks ACL 2023
Language Model Analysis for Ontology Subsumption Inference ACL 2023
Event Semantic Knowledge in Procedural Text Understanding ACL 2023
Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling ACL 2023
Scale-Invariant Infinite Hierarchical Topic Model ACL 2023
Do PLMs Know and Understand Ontological Knowledge? ACL 2023
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023
Annotating and Training for Population Subjective Views ACL 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023
UMR-Writer 2.0: Incorporating a New Keyboard Interface and Workflow into UMR-Writer ACL 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases AAAI 2023