Artificial Intelligence › Core AI ›

Knowledge Representation

379 directly classified papers

Papers per year

Papers

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

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025

Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025

CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025

Hierarchical Memory Organization for Wikipedia Generation ACL 2025

Map&Make: Schema Guided Text to Table Generation ACL 2025

Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025

Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025

Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents NAACL 2025

Circuit-Aware d-DNNF Compilation IJCAI 2025

Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025

An Alternative Theory of Stable Revision for Nondeterministic Approximation Fixpoint Theory and the Relationships AAAI 2025

A Theory of Formalisms for Representing Knowledge AAAI 2025

Learnware Specification via Label-Aware Neural Embedding AAAI 2025

Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025

Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025

JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025

Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025

Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025

MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025

LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025

Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025