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Knowledge Representation

379 directly classified papers

Papers per year

Papers

Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023

Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data JMLR 2023

Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023

ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023

Machine Reading Comprehension using Case-based Reasoning EMNLP 2023

UMR-Writer 2.0: Incorporating a New Keyboard Interface and Workflow into UMR-Writer ACL 2023

Scale-Invariant Infinite Hierarchical Topic Model ACL 2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023

Event Semantic Knowledge in Procedural Text Understanding ACL 2023

KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023

Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023

Hidden Schema Networks ACL 2023

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023

Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023

Language Model Analysis for Ontology Subsumption Inference ACL 2023

Do PLMs Know and Understand Ontological Knowledge? ACL 2023

Materialisation-Based Reasoning in DatalogMTL with Bounded Intervals AAAI 2023

Topic Ontologies for Arguments EACL 2023

Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling ACL 2023

Annotating and Training for Population Subjective Views ACL 2023

VER: Unifying Verbalizing Entities and Relations EMNLP 2023

Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model IJCAI 2022

Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022