knowledge acquisition

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL 2026 TELLME: Test-Enhanced Learning for Language Model Enrichment EACL 2026 Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026 Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos ACL 2026 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 Enhancing LLM Knowledge Learning through Generalization EMNLP 2025 How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training ACL 2025 Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 Learning Hierarchical Task Knowledge for Planning AAAI 2025 Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning EMNLP 2025 Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration ICML 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025 CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NeurIPS 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge NAACL 2024 Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024 Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023 K-VQG: Knowledge-Aware Visual Question Generation for Common-Sense Acquisition WACV 2023