Artificial Intelligence › Core AI ›

Knowledge

367 directly classified papers

Papers per year

Papers

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

Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025

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

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

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

Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025

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

StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025

Practical Solutions to Practical Problems in Developing Argument Mining Systems ACL 2025

TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025

Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki IJCNLP 2025

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

Knowledge Boundary of Large Language Models: A Survey ACL 2025

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

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

A Theory of Formalisms for Representing Knowledge 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

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

Learning to Learn in Interactive Constraint Acquisition AAAI 2024

Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge AAAI 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024

Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024

Imitation of Life: A Search Engine for Biologically Inspired Design AAAI 2024