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Knowledge

367 directly classified papers

Papers per year

Papers

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

New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025

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

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025

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

WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025

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

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

Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025

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

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

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

GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction ACL 2025

Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning ACL 2025

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

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

A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025

MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025

Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ACL 2025

SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025

Column-Oriented Datalog on the GPU AAAI 2025

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

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025

An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025