domain knowledge

Structural Reasoning Improves Molecular Understanding of LLM ACL 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025 Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025 Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025 Unifying Specialized Visual Encoders for Video Language Models ICML 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 A Survey on Model-Free Goal Recognition IJCAI 2024 Chain-of-Experts: When LLMs Meet Complex Operations Research Problems ICLR 2024 ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation AAAI 2024 Conversational Drug Editing Using Retrieval and Domain Feedback ICLR 2024 Defining Expertise: Applications to Treatment Effect Estimation ICLR 2024 DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024 Dynamic Evaluation of Large Language Models by Meta Probing Agents ICML 2024 E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science NeurIPS 2024 End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024 “Gotta catch ‘em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ACL 2024 InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024 KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing AAAI 2024 Knowledge-Driven Cross-Document Relation Extraction ACL 2024 NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA SemEval 2024 Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024 PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization ICLR 2024 Pruning neural network models for gene regulatory dynamics using data and domain knowledge NeurIPS 2024