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Knowledge

367 directly classified papers

Papers per year

Papers

Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026

PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026

Agentic Knowledgeable Self-awareness ACL 2025

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025

Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025

Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models AAAI 2025

Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025

Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models AAAI 2025

An Algebraic Notion of Conditional Independence, and Its Application to Knowledge Representation AAAI 2025

Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025

Explore What LLM Does Not Know in Complex Question Answering AAAI 2025

Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025

Knowledge Boundary of Large Language Models: A Survey ACL 2025

Consistent Query Answering over Existential Rules with Open and Closed Predicates AAAI 2025

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms AAAI 2025

A Theory of Formalisms for Representing Knowledge AAAI 2025

Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts AAAI 2025

Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025

New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025

Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025

Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025

SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025

Column-Oriented Datalog on the GPU AAAI 2025

Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025