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

Understanding Game-Playing Agents with Natural Language Annotations ACL 2022
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement INTERSPEECH 2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers IJCNLP 2021
Encoding Human Domain Knowledge to Warm Start Reinforcement Learning AAAI 2021
Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021
Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation UAI 2021
Using Psychologically-Informed Priors for Suicide Prediction in the CLPsych 2021 Shared Task NAACL 2021
Bridging Multi-disciplinary Collaboration Challenges in ML Development via Domain Knowledge Elicitation NAACL 2021
Knowledge-based Residual Learning IJCAI 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression NIPS 2021
Heuristic-Guided Reinforcement Learning NIPS 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving IJCNLP 2021
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
Interpretable Entity Representations through Large-Scale Typing EMNLP 2020
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification ICML 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020
Video Question Answering on Screencast Tutorials IJCAI 2020
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains AAAI 2020
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset ACL 2020