domain knowledge

Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning AAAI 2026 Domain Faithfulness through Counterfactually Robust Learning CLeaR 2026 Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining AAAI 2026 Exploiting Graph-Based Structural Priors for Visual Recognition AAAI 2026 Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs EACL 2026 Hypertension and Total-Order Forward Decomposition Optimizations (Abstract Reprint) AAAI 2026 KnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving AAAI 2026 KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks AAAI 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026 MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026 Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge EACL 2026 Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification COLING 2025 Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025 ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation ACL 2025 AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs) AAAI 2025 Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects ICML 2025 Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025