domain-specific knowledge

DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts AAAI 2026 Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026 Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing ACL 2025 ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval NAACL 2025 Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation IJCAI 2025 CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025 Enhancing Foundation Models with Federated Domain Knowledge Infusion ICML 2025 ExpertGenQA: Open-ended QA generation in Specialized Domains EMNLP 2025 Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025 GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey EMNLP 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP 2025 Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation ACL 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection NeurIPS 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024 KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization EMNLP 2024 Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024