domain knowledge

Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Learning Concept Credible Models for Mitigating Shortcuts NeurIPS 2022 Learning with Domain Knowledge to Develop Justifiable Convolutional Networks ACML 2022 Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022 MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022 Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022 Speeding up approximate MAP by applying domain knowledge about relevant variables PGM 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Understanding Game-Playing Agents with Natural Language Annotations ACL 2022 Understanding Jargon: Combining Extraction and Generation for Definition Modeling EMNLP 2022 Bridging Multi-disciplinary Collaboration Challenges in ML Development via Domain Knowledge Elicitation NAACL 2021 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Encoding Human Domain Knowledge to Warm Start Reinforcement Learning AAAI 2021 Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021 Heuristic-Guided Reinforcement Learning NeurIPS 2021 Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation UAI 2021 Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression NeurIPS 2021 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021 Knowledge-based Residual Learning IJCAI 2021 Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021 MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Interspeech 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021 Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021 Using Psychologically-Informed Priors for Suicide Prediction in the CLPsych 2021 Shared Task NAACL 2021