domain knowledge

DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025 FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025 Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025 How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025 Incorporating Domain Knowledge into Materials Tokenization ACL 2025 Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025 Language-Based Bayesian Optimization Research Assistant (BORA) IJCAI 2025 Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025 MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025 MMVU: Measuring Expert-Level Multi-Discipline Video Understanding CVPR 2025 OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025 One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025 PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025 ROGRAG: A Robustly Optimized GraphRAG Framework ACL 2025 Rule-Guided Reinforcement Learning Policy Evaluation and Improvement IJCAI 2025 Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025 Saudi-Alignment Benchmark: Assessing LLMs Alignment with Cultural Norms and Domain Knowledge in the Saudi Context EMNLP 2025