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Knowledge Representation

379 directly classified papers

Papers per year

Papers

Learning Hierarchical Task Knowledge for Planning AAAI 2025

A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025

Meaning Holism and Indeterminacy of Reference in Ontologies (Extended Abstract) IJCAI 2025

Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024

Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024

NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024

Formal Argumentation in Symbolic AI IJCAI 2024

Semantics for Non-Flat Assumption-Based Argumentation, Revisited IJCAI 2024

ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization NIPS 2024

Handling Ontology Gaps in Semantic Parsing NAACL 2024

Neural Concept Binder NIPS 2024

Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NIPS 2024

Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024

A Walsh Hadamard Derived Linear Vector Symbolic Architecture NIPS 2024

Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach AAAI 2024

CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024

Bypassing the ASP Bottleneck: Hybrid Grounding by Splitting and Rewriting IJCAI 2024

Understanding and Improving Optimization in Predictive Coding Networks AAAI 2024

Learning MDL Logic Programs from Noisy Data AAAI 2024

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024

Evaluating Computational Representations of Character: An Austen Character Similarity Benchmark EMNLP 2024

NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024

Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024

TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024