conftrace_

domain knowledge

163 papers

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Co-occurring keywords

large language model (13587) neural network (6616) knowledge graph (1837) domain adaptation (4595) question answering (2963) benchmark evaluation (1556) representation learning (6206) information extraction (1090) retrieval-augmented generation (1592) knowledge integration (128)

Papers

Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024
End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024
Pruning neural network models for gene regulatory dynamics using data and domain knowledge NIPS 2024
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation AAAI 2024
SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge AAAI 2024
KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing AAAI 2024
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024
Knowledge-Driven Cross-Document Relation Extraction ACL 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024
“Gotta catch ‘em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ACL 2024
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024
TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs EMNLP 2024
A Survey on Model-Free Goal Recognition IJCAI 2024
NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA SEMEVAL 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024
E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024
Discrete Point-Wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition CVPR 2023