Knowledge Representation

A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 A Theory of Formalisms for Representing Knowledge AAAI 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025 Circuit-Aware d-DNNF Compilation IJCAI 2025 CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025 Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025 Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025 Discovering Conceptual Knowledge with Analytic Ontology Templates for Articulated Objects AAAI 2025 Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025 Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025 FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025 Germane Conflicts: Desirable Properties for Localising Inconsistency AAAI 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 Hierarchical Memory Organization for Wikipedia Generation ACL 2025 Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025 Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents NAACL 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 Learning Hierarchical Task Knowledge for Planning AAAI 2025