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Knowledge

382 papers

Papers per year

2
34
68
'15
'20
'25

Papers

PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026
Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026
EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026
Can LLMs Learn to Map the World from Local Descriptions? ACL 2026
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026
EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026
Generating Literature-Driven Scientific Theories at Scale ACL 2026
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection ACL 2026
HAG: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation ACL 2026
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training ACL 2026
RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation ACL 2026
Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ACL 2026
Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs’ Hallucinations ACL 2026
CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026
Does Self-Consistency Improve the Recall of Encyclopedic Knowledge? ACL 2026
PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence ACL 2026
Know What You See: Grounded localization of product components ACL 2026
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
New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025
Consistent Query Answering over Existential Rules with Open and Closed Predicates AAAI 2025
Column-Oriented Datalog on the GPU AAAI 2025
SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025
A Theory of Formalisms for Representing Knowledge AAAI 2025