domain expertise

A Hands-on Approach to NLP Fundamentals for External Domain Experts in the LLM Era EACL 2026 ExPerT: Personalizing LLM Responses to Users’ Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ACL 2026 When the Domain Expert Has No Time and the LLM Developer Has No Clinical Expertise: Real-World Lessons from LLM Co-Design in a Safety-Net Hospital AAAI 2026 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025 Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs ACL 2025 CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning ICLR 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025 Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025 Speaking the Right Language: The Impact of Expertise (Mis)Alignment in User-AI Interactions IJCNLP 2025 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024 SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions EMNLP 2024 CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools EMNLP 2023 Credible without Credit: Domain Experts Assess Generative Language Models ACL 2023 In-Context Impersonation Reveals Large Language Models' Strengths and Biases NeurIPS 2023 A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020 Human-in-the-Loop Feature Selection AAAI 2019 Knowledge Engineering for Intelligent Decision Support IJCAI 2017